A: X train estimated
A: X train observed
17576
ROWS
118669
0
DUPLICATES
0
3.4 MB
RAM
22.3 MB
47
FEATURES
46
10
CATEGORICAL
10
35
NUMERICAL
35
2
TEXT
1
2.2.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
date_calc
VALUES:
17,576
(100%)
MISSING:
---
DISTINCT:
184
(1%)
96
<1%
-
-
2023-01-28 08:00:04
96
<1%
-
-
2023-03-03 08:00:09
96
<1%
-
-
2023-02-22 08:00:04
96
<1%
-
-
2023-02-23 08:00:04
96
<1%
-
-
2023-02-24 08:00:09
96
<1%
-
-
2023-02-25 08:00:04
96
<1%
-
-
2023-02-26 08:00:04
16,904
96%
-
-
(Other)
2
date_forecast
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
17,576
(100%)
118,669
(100%)
1
<1%
-
-
2022-10-28 22:00:00
1
<1%
-
-
2023-02-28 22:30:00
1
<1%
-
-
2023-03-01 00:00:00
1
<1%
-
-
2023-02-28 23:45:00
1
<1%
-
-
2023-02-28 23:30:00
1
<1%
-
-
2023-02-28 23:15:00
1
<1%
-
-
2023-02-28 23:00:00
17,569
>99%
118,669
100%
(Other)
3
absolute_humidity_2m:gm3
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
79
(<1%)
169
(<1%)
ZEROES:
---
---
MAX
8.80
17.50
95%
6.90
11.60
Q3
5.10
8.60
AVG
4.09
6.65
MEDIAN
3.90
6.30
Q1
3.00
4.40
5%
1.80
2.60
MIN
1.00
0.70
RANGE
7.80
16.8
IQR
2.10
4.20
STD
1.51
2.80
VAR
2.28
7.82
KURT.
-0.315
-0.344
SKEW
0.386
0.441
SUM
71,929
789k
4
air_density_2m:kgm3
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
162
(<1%)
281
(<1%)
ZEROES:
---
---
MAX
1.374
1.427
95%
1.338
1.308
Q3
1.301
1.272
AVG
1.282
1.249
MEDIAN
1.279
1.247
Q1
1.262
1.224
5%
1.234
1.194
MIN
1.212
1.145
RANGE
0.162
0.282
IQR
0.039
0.048
STD
0.030
0.036
VAR
9.03e-4
0.001
KURT.
0.043
1.03
SKEW
0.403
0.511
SUM
22,528
148k
5
ceiling_height_agl:m
VALUES:
13,657
(78%)
96,422
(81%)
MISSING:
3,919
(22%)
22,247
(19%)
DISTINCT:
10,832
(62%)
46,039
(39%)
ZEROES:
---
---
MAX
12,308
12,328
95%
8,179
8,666
Q3
4,776
3,970
AVG
3,257
2,908
MEDIAN
2,750
1,882
Q1
1,186
1,103
5%
54
431
MIN
28
28
RANGE
12,280
12,301
IQR
3,590
2,867
STD
2,502
2,570
VAR
6.3M
6.6M
KURT.
0.087
0.877
SKEW
0.848
1.33
SUM
44.5M
280.4M
6
clear_sky_energy_1h:J
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
6,863
(39%)
66,555
(56%)
ZEROES:
10,706
(61%)
51,852
(44%)
MAX
2.6M
3.0M
95%
1.6M
2.6M
Q3
0.1M
1.0M
AVG
0.2M
0.6M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
2.6M
3.0M
IQR
137k
1.0M
STD
517k
880k
VAR
267.6B
774.0B
KURT.
5.65
0.378
SKEW
2.53
1.32
SUM
4.2B
71.1B
7
clear_sky_rad:W
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
3,270
(19%)
8,337
(7%)
ZEROES:
11,440
(65%)
56,815
(48%)
MAX
712
836
95%
443
721
Q3
37
289
AVG
66
167
MEDIAN
0
9
Q1
0
0
5%
0
0
MIN
0
0
RANGE
712
836
IQR
37.4
289
STD
144
245
VAR
20,783
59,980
KURT.
5.64
0.377
SKEW
2.52
1.32
SUM
1.2M
19.8M
8
cloud_base_agl:m
VALUES:
15,482
(88%)
110,603
(93%)
MISSING:
2,094
(12%)
8,066
(7%)
DISTINCT:
11,280
(64%)
38,587
(33%)
ZEROES:
---
---
MAX
10,814
11,689
95%
5,264
5,947
Q3
1,920
2,080
AVG
1,575
1,737
MEDIAN
936
1,163
Q1
498
591
5%
54
211
MIN
28
28
RANGE
10,786
11,661
IQR
1,422
1,489
STD
1,719
1,816
VAR
3.0M
3.3M
KURT.
4.85
5.59
SKEW
2.11
2.26
SUM
24.4M
192.1M
9
dew_or_rime:idx
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
3
(<1%)
3
(<1%)
10
dew_point_2m:K
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
275
(2%)
423
(<1%)
ZEROES:
---
---
MAX
282.1
293.8
95%
278.4
286.8
Q3
273.9
282.0
MEDIAN
270.4
277.2
AVG
270.2
276.8
Q1
266.8
272.1
5%
260.7
265.3
MIN
254.7
250.9
RANGE
27.4
42.9
IQR
7.10
9.90
STD
5.22
6.70
VAR
27.2
44.9
KURT.
-0.337
-0.186
SKEW
-0.295
-0.374
SUM
4.7M
32.9M
11
diffuse_rad:W
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
1,798
(10%)
3,059
(3%)
ZEROES:
11,442
(65%)
56,837
(48%)
MAX
300
346
95%
127
189
Q3
23
76
AVG
23
45
MEDIAN
0
4
Q1
0
0
5%
0
0
MIN
0
0
RANGE
300
346
IQR
22.9
76.0
STD
45.8
64.8
VAR
2,098
4,196
KURT.
6.44
1.74
SKEW
2.50
1.55
SUM
401k
5.3M
12
diffuse_rad_1h:J
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
6,868
(39%)
66,419
(56%)
ZEROES:
10,706
(61%)
51,857
(44%)
MAX
1.1M
1.2M
95%
0.5M
0.7M
Q3
0.1M
0.3M
AVG
0.1M
0.2M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
1.1M
1.2M
IQR
80,243
274k
STD
163k
230k
VAR
26.5B
53.0B
KURT.
6.35
1.60
SKEW
2.49
1.52
SUM
1.4B
19.2B
13
direct_rad:W
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
1,968
(11%)
5,968
(5%)
ZEROES:
12,776
(73%)
64,702
(55%)
MAX
530
689
95%
183
348
Q3
1
42
AVG
26
57
MEDIAN
0
0
Q1
0
0
5%
0
0
MIN
0
0
RANGE
530
689
IQR
0.800
41.8
STD
79.1
120
VAR
6,256
14,339
KURT.
15.7
6.61
SKEW
3.93
2.61
SUM
452k
6.7M
14
direct_rad_1h:J
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
5,543
(32%)
58,872
(50%)
ZEROES:
11,955
(68%)
57,945
(49%)
MAX
1.9M
2.5M
95%
0.6M
1.2M
Q3
0.0M
0.2M
AVG
0.1M
0.2M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
1.9M
2.5M
IQR
10,512
160k
STD
281k
425k
VAR
79.1B
180.5B
KURT.
15.7
6.61
SKEW
3.92
2.60
SUM
1.6B
24.2B
15
effective_cloud_cover:p
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
1,001
(6%)
1,001
(<1%)
ZEROES:
959
(5%)
3,796
(3%)
MAX
100
100
95%
100
100
Q3
100
99
MEDIAN
84
80
AVG
68
68
Q1
43
43
5%
0
1
MIN
0
0
RANGE
100
100
IQR
57.1
55.5
STD
35.5
33.9
VAR
1,259
1,146
KURT.
-0.870
-0.864
SKEW
-0.777
-0.729
SUM
1.2M
8.0M
16
elevation:m
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
1
(<1%)
1
(<1%)
17
fresh_snow_12h:cm
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
84
(<1%)
108
(<1%)
ZEROES:
14,750
(84%)
115,521
(97%)
MAX
10.3
15.1
95%
2.5
0.0
Q3
0.0
0.0
AVG
0.3
0.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
10.3
15.1
IQR
0.00
0.00
STD
1.05
0.490
VAR
1.09
0.240
KURT.
23.6
326
SKEW
4.44
15.5
SUM
5,714
6,303
18
fresh_snow_1h:cm
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
22
(<1%)
37
(<1%)
ZEROES:
16,754
(95%)
117,958
(>99%)
MAX
3.50
3.90
95%
0.00
0.00
Q3
0.00
0.00
AVG
0.03
0.00
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
3.50
3.90
IQR
0.00
0.00
STD
0.156
0.076
VAR
0.024
0.006
KURT.
98.6
874
SKEW
8.52
26.3
SUM
484
524
19
fresh_snow_24h:cm
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
127
(<1%)
115
(<1%)
ZEROES:
13,564
(77%)
113,312
(95%)
MAX
15.5
15.1
95%
4.5
0.0
Q3
0.0
0.0
AVG
0.6
0.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
15.5
15.1
IQR
0.00
0.00
STD
1.65
0.746
VAR
2.73
0.557
KURT.
17.2
156
SKEW
3.70
11.0
SUM
11,044
12,608
20
fresh_snow_3h:cm
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
41
(<1%)
65
(<1%)
ZEROES:
16,220
(92%)
117,374
(99%)
MAX
5.20
7.90
95%
0.50
0.00
Q3
0.00
0.00
AVG
0.08
0.01
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
5.20
7.90
IQR
0.00
0.00
STD
0.383
0.182
VAR
0.146
0.033
KURT.
53.2
695
SKEW
6.56
22.9
SUM
1,461
1,576
21
fresh_snow_6h:cm
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
59
(<1%)
93
(<1%)
ZEROES:
15,621
(89%)
116,726
(98%)
MAX
7.90
14.80
95%
1.10
0.00
Q3
0.00
0.00
AVG
0.16
0.03
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
7.90
14.8
IQR
0.00
0.00
STD
0.647
0.306
VAR
0.419
0.094
KURT.
36.9
612
SKEW
5.51
20.6
SUM
2,897
3,153
22
is_day:idx
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(<1%)
23
is_in_shadow:idx
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(<1%)
24
msl_pressure:hPa
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
704
(4%)
915
(<1%)
ZEROES:
---
---
MAX
1,041.2
1,044.0
95%
1,032.9
1,028.1
Q3
1,019.6
1,018.3
MEDIAN
1,009.6
1,010.7
AVG
1,009.4
1,009.6
Q1
999.1
1,002.1
5%
985.0
987.0
MIN
970.7
944.3
RANGE
70.5
99.7
IQR
20.5
16.2
STD
14.3
12.5
VAR
206
156
KURT.
-0.515
0.697
SKEW
-0.099
-0.571
SUM
17.7M
119.8M
25
precip_5min:mm
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
23
(<1%)
74
(<1%)
ZEROES:
16,799
(96%)
110,486
(93%)
MAX
0.350
2.230
95%
0.000
0.020
Q3
0.000
0.000
AVG
0.004
0.006
MEDIAN
0.000
0.000
Q1
0.000
0.000
5%
0.000
0.000
MIN
0.000
0.000
RANGE
0.350
2.23
IQR
0.00
0.00
STD
0.021
0.037
VAR
4.59e-4
0.001
KURT.
59.5
331
SKEW
6.84
12.8
SUM
71.7
748
26
precip_type_5min:idx
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
4
(<1%)
7
(<1%)
27
pressure_100m:hPa
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
696
(4%)
907
(<1%)
ZEROES:
---
---
MAX
1,028.1
1,030.9
95%
1,019.6
1,014.9
Q3
1,006.3
1,005.4
MEDIAN
996.4
997.9
AVG
996.3
996.8
Q1
986.2
989.3
5%
972.2
974.2
MIN
958.3
932.3
RANGE
69.8
98.6
IQR
20.1
16.1
STD
14.2
12.4
VAR
201
153
KURT.
-0.516
0.695
SKEW
-0.091
-0.588
SUM
17.5M
118.3M
28
pressure_50m:hPa
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
699
(4%)
912
(<1%)
ZEROES:
---
---
MAX
1,034.5
1,037.3
95%
1,025.9
1,021.2
Q3
1,012.6
1,011.5
MEDIAN
1,002.7
1,003.9
AVG
1,002.6
1,002.9
Q1
992.4
995.3
5%
978.3
980.3
MIN
964.2
938.1
RANGE
70.3
99.2
IQR
20.2
16.2
STD
14.3
12.4
VAR
203
154
KURT.
-0.515
0.700
SKEW
-0.096
-0.578
SUM
17.6M
119.0M
29
prob_rime:p
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
296
(2%)
457
(<1%)
ZEROES:
17,050
(97%)
117,196
(99%)
MAX
95.3
83.4
95%
0.0
0.0
Q3
0.0
0.0
AVG
0.5
0.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
95.3
83.4
IQR
0.00
0.00
STD
4.57
2.52
VAR
20.9
6.35
KURT.
185
382
SKEW
12.4
18.1
SUM
9,355
22,238
30
rain_water:kgm2
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
5
(<1%)
13
(<1%)
31
relative_humidity_1000hPa:p
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
751
(4%)
767
(<1%)
ZEROES:
---
---
MAX
100.0
100.0
95%
92.2
92.2
Q3
83.4
85.4
MEDIAN
74.7
76.7
AVG
72.6
74.2
Q1
63.1
65.0
5%
47.8
48.2
MIN
21.5
22.7
RANGE
78.5
77.3
IQR
20.3
20.4
STD
14.0
13.9
VAR
196
193
KURT.
0.169
0.004
SKEW
-0.635
-0.708
SUM
1.3M
8.8M
32
sfc_pressure:hPa
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
702
(4%)
920
(<1%)
ZEROES:
---
---
MAX
1,040.9
1,043.8
95%
1,032.3
1,027.4
Q3
1,019.0
1,017.6
MEDIAN
1,009.0
1,010.0
AVG
1,008.8
1,009.0
Q1
998.6
1,001.4
5%
984.4
986.4
MIN
970.1
943.9
RANGE
70.8
99.9
IQR
20.4
16.2
STD
14.3
12.5
VAR
206
155
KURT.
-0.513
0.704
SKEW
-0.100
-0.567
SUM
17.7M
119.7M
33
snow_density:kgm3
VALUES:
1,807
(10%)
2,724
(2%)
MISSING:
15,769
(90%)
115,945
(98%)
DISTINCT:
1
(<1%)
1
(<1%)
34
snow_depth:cm
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
50
(<1%)
61
(<1%)
ZEROES:
15,769
(90%)
115,945
(98%)
MAX
4.90
6.30
95%
1.60
0.00
Q3
0.00
0.00
AVG
0.21
0.05
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
4.90
6.30
IQR
0.00
0.00
STD
0.740
0.409
VAR
0.548
0.167
KURT.
15.4
96.1
SKEW
3.92
9.30
SUM
3,754
6,261
35
snow_drift:idx
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
1
(<1%)
1
(<1%)
36
snow_melt_10min:mm
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
15
(<1%)
13
(<1%)
ZEROES:
17,281
(98%)
118,479
(>99%)
MAX
0.140
0.120
95%
0.000
-0.000
Q3
0.000
0.000
AVG
0.001
0.000
MEDIAN
-0.000
0.000
Q1
-0.000
0.000
5%
0.000
0.000
MIN
-0.000
-0.000
RANGE
0.140
0.120
IQR
0.00
0.00
STD
0.006
0.002
VAR
3.16e-5
3.55e-6
KURT.
272
2,057
SKEW
14.8
41.3
SUM
10.0
7.32
37
snow_water:kgm2
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
25
(<1%)
46
(<1%)
ZEROES:
12,396
(71%)
82,760
(70%)
MAX
3.20
6.90
95%
0.40
0.50
Q3
0.10
0.10
AVG
0.08
0.09
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
3.20
6.90
IQR
0.100
0.100
STD
0.190
0.249
VAR
0.036
0.062
KURT.
32.3
54.1
SKEW
4.69
5.79
SUM
1,354
10,866
38
sun_azimuth:d
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
17,107
(97%)
100,588
(85%)
ZEROES:
---
---
MAX
360
360
95%
338
340
Q3
265
271
AVG
180
180
MEDIAN
180
179
Q1
95
88
5%
22
19
MIN
0
0
RANGE
360
360
IQR
170
182
STD
100
104
VAR
10,029
10,770
KURT.
-1.15
-1.24
SKEW
8.27e-4
0.001
SUM
3.2M
21.3M
39
sun_elevation:d
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
15,700
(89%)
66,335
(56%)
ZEROES:
1
(<1%)
2
(<1%)
MAX
41.2
50.0
95%
26.4
42.3
Q3
4.5
19.0
MEDIAN
-9.9
1.2
AVG
-10.7
1.5
Q1
-28.2
-15.1
5%
-45.4
-40.2
MIN
-50.0
-50.0
RANGE
91.2
100
IQR
32.7
34.1
STD
21.7
24.1
VAR
470
583
KURT.
-0.784
-0.675
SKEW
0.079
-0.033
SUM
-188k
182k
40
super_cooled_liquid_water:kgm2
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
10
(<1%)
15
(<1%)
41
t_1000hPa:K
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
263
(1%)
445
(<1%)
ZEROES:
---
---
MAX
285.9
303.3
95%
282.3
291.6
Q3
277.8
285.2
AVG
274.7
280.7
MEDIAN
274.7
280.7
Q1
271.8
275.9
5%
266.7
270.6
MIN
259.7
258.9
RANGE
26.2
44.4
IQR
6.00
9.30
STD
4.64
6.57
VAR
21.5
43.2
KURT.
0.014
0.028
SKEW
-0.227
0.103
SUM
4.8M
33.3M
42
total_cloud_cover:p
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
1,001
(6%)
1,001
(<1%)
ZEROES:
956
(5%)
3,781
(3%)
MAX
100
100
95%
100
100
Q3
100
100
MEDIAN
97
94
AVG
74
74
Q1
49
55
5%
0
1
MIN
0
0
RANGE
100
100
IQR
50.9
45.1
STD
35.8
33.5
VAR
1,283
1,123
KURT.
-0.482
-0.235
SKEW
-1.06
-1.11
SUM
1.3M
8.8M
43
visibility:m
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
17,309
(98%)
106,762
(90%)
ZEROES:
---
---
MAX
68,498
71,350
95%
58,843
56,283
Q3
47,726
48,084
MEDIAN
34,457
36,360
AVG
33,458
32,447
Q1
19,838
15,592
5%
5,707
2,845
MIN
190
154
RANGE
68,308
71,196
IQR
27,888
32,492
STD
16,936
17,968
VAR
286.8M
322.8M
KURT.
-1.08
-1.23
SKEW
-0.108
-0.308
SUM
588.1M
3.9B
44
wind_speed_10m:ms
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
103
(<1%)
125
(<1%)
ZEROES:
---
13
(<1%)
MAX
10.5
15.2
95%
6.6
6.4
Q3
4.3
4.1
AVG
3.2
3.0
MEDIAN
2.9
2.7
Q1
1.7
1.7
5%
0.9
0.8
MIN
0.1
0.0
RANGE
10.4
15.2
IQR
2.60
2.40
STD
1.79
1.78
VAR
3.21
3.17
KURT.
0.193
1.03
SKEW
0.753
0.986
SUM
55,954
361k
45
wind_speed_u_10m:ms
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
174
(<1%)
190
(<1%)
ZEROES:
211
(1%)
1,552
(1%)
MAX
10.1
12.3
95%
5.9
5.8
Q3
1.6
2.7
AVG
-0.0
0.8
MEDIAN
-0.3
0.4
Q1
-2.2
-1.4
5%
-4.3
-3.3
MIN
-7.2
-7.3
RANGE
17.3
19.6
IQR
3.80
4.10
STD
3.06
2.86
VAR
9.37
8.16
KURT.
-0.091
-0.174
SKEW
0.574
0.452
SUM
-267
89,806
46
wind_speed_v_10m:ms
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
122
(<1%)
167
(<1%)
ZEROES:
296
(2%)
2,428
(2%)
MAX
6.8
8.6
95%
3.8
3.6
Q3
2.0
1.7
MEDIAN
1.0
0.5
AVG
0.9
0.5
Q1
-0.2
-0.7
5%
-2.1
-2.4
MIN
-5.3
-9.3
RANGE
12.1
17.9
IQR
2.20
2.40
STD
1.77
1.85
VAR
3.12
3.43
KURT.
0.236
0.343
SKEW
-0.082
0.089
SUM
16,278
61,404
47
wind_speed_w_1000hPa:ms
VALUES:
17,576
(100%)
118,669
(100%)
MISSING:
---
---
DISTINCT:
1
(<1%)
2
(<1%)
Associations
[Only including dataset "A: X train estimated"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "A: X train observed"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
date_calc
MISSING:
---
96
<1%
-
-
2023-01-28 08:00:04
96
<1%
-
-
2023-03-03 08:00:09
96
<1%
-
-
2023-02-22 08:00:04
96
<1%
-
-
2023-02-23 08:00:04
96
<1%
-
-
2023-02-24 08:00:09
96
<1%
-
-
2023-02-25 08:00:04
96
<1%
-
-
2023-02-26 08:00:04
96
<1%
-
-
2023-02-27 08:00:04
96
<1%
-
-
2023-02-28 08:00:04
96
<1%
-
-
2023-03-01 08:00:04
96
<1%
-
-
2023-03-02 08:00:10
96
<1%
-
-
2023-03-04 08:00:04
96
<1%
-
-
2022-10-28 07:00:05
96
<1%
-
-
2023-03-05 08:00:04
96
<1%
-
-
2023-03-06 08:00:05
96
<1%
-
-
2023-03-07 08:00:05
96
<1%
-
-
2023-03-08 08:00:03
96
<1%
-
-
2023-03-09 08:00:04
96
<1%
-
-
2023-03-10 08:00:03
96
<1%
-
-
2023-03-11 08:00:03
96
<1%
-
-
2023-03-12 08:00:04
96
<1%
-
-
2023-03-13 08:00:04
96
<1%
-
-
2023-02-21 08:00:04
96
<1%
-
-
2023-02-20 08:00:04
96
<1%
-
-
2023-02-19 08:00:04
96
<1%
-
-
2023-02-18 08:00:03
96
<1%
-
-
2023-01-30 08:00:04
96
<1%
-
-
2023-01-31 08:00:04
96
<1%
-
-
2023-02-01 08:00:04
96
<1%
-
-
2023-02-02 08:00:04
96
<1%
-
-
2023-02-03 08:00:04
96
<1%
-
-
2023-02-04 08:00:07
96
<1%
-
-
2023-02-05 08:00:04
96
<1%
-
-
2023-02-06 08:00:04
96
<1%
-
-
2023-02-07 08:00:04
96
<1%
-
-
2023-02-08 08:00:03
96
<1%
-
-
2023-02-09 08:00:04
96
<1%
-
-
2023-02-10 08:00:04
96
<1%
-
-
2023-02-11 08:00:22
96
<1%
-
-
2023-02-12 08:00:04
96
<1%
-
-
2023-02-13 08:00:04
96
<1%
-
-
2023-02-14 08:00:04
96
<1%
-
-
2023-02-15 08:00:24
96
<1%
-
-
2023-02-16 08:00:09
96
<1%
-
-
2023-02-17 08:00:03
96
<1%
-
-
2023-03-14 08:00:04
96
<1%
-
-
2023-03-15 08:00:04
96
<1%
-
-
2023-03-16 08:00:05
96
<1%
-
-
2023-04-08 07:00:37
96
<1%
-
-
2023-04-10 07:00:29
96
<1%
-
-
2023-04-11 07:01:11
96
<1%
-
-
2023-04-12 07:00:27
96
<1%
-
-
2023-04-13 07:00:41
96
<1%
-
-
2023-04-14 07:01:47
96
<1%
-
-
2023-04-15 07:00:03
96
<1%
-
-
2023-04-16 07:01:34
96
<1%
-
-
2023-04-17 07:00:35
96
<1%
-
-
2023-04-18 07:01:20
96
<1%
-
-
2023-04-19 07:02:30
96
<1%
-
-
2023-04-20 07:01:36
11,816
67%
-
-
(Other)
date_forecast
MISSING:
---
---
1
<1%
-
-
2022-10-28 22:00:00
1
<1%
-
-
2023-02-28 22:30:00
1
<1%
-
-
2023-03-01 00:00:00
1
<1%
-
-
2023-02-28 23:45:00
1
<1%
-
-
2023-02-28 23:30:00
1
<1%
-
-
2023-02-28 23:15:00
1
<1%
-
-
2023-02-28 23:00:00
1
<1%
-
-
2023-02-28 22:45:00
1
<1%
-
-
2023-02-28 22:15:00
1
<1%
-
-
2023-03-01 04:45:00
1
<1%
-
-
2023-02-28 22:00:00
1
<1%
-
-
2023-02-28 21:45:00
1
<1%
-
-
2023-02-28 21:30:00
1
<1%
-
-
2023-02-28 21:15:00
1
<1%
-
-
2023-02-28 21:00:00
1
<1%
-
-
2023-02-28 20:45:00
1
<1%
-
-
2023-03-01 00:15:00
1
<1%
-
-
2023-03-01 00:30:00
1
<1%
-
-
2023-03-01 00:45:00
1
<1%
-
-
2023-03-01 01:00:00
1
<1%
-
-
2023-03-01 01:15:00
1
<1%
-
-
2023-03-01 01:30:00
1
<1%
-
-
2023-03-01 01:45:00
1
<1%
-
-
2023-03-01 02:00:00
1
<1%
-
-
2023-03-01 02:15:00
1
<1%
-
-
2023-03-01 02:30:00
1
<1%
-
-
2023-03-01 02:45:00
1
<1%
-
-
2023-03-01 03:00:00
1
<1%
-
-
2023-03-01 03:15:00
1
<1%
-
-
2023-03-01 03:30:00
1
<1%
-
-
2023-03-01 03:45:00
1
<1%
-
-
2023-03-01 04:00:00
1
<1%
-
-
2023-03-01 04:15:00
1
<1%
-
-
2023-02-28 20:30:00
1
<1%
-
-
2023-02-28 20:15:00
1
<1%
-
-
2023-02-28 20:00:00
1
<1%
-
-
2023-02-28 15:45:00
1
<1%
-
-
2023-02-28 12:15:00
1
<1%
-
-
2023-02-28 12:30:00
1
<1%
-
-
2023-02-28 12:45:00
1
<1%
-
-
2023-02-28 13:00:00
1
<1%
-
-
2023-02-28 13:15:00
1
<1%
-
-
2023-02-28 13:30:00
1
<1%
-
-
2023-02-28 13:45:00
1
<1%
-
-
2023-02-28 14:00:00
1
<1%
-
-
2023-02-28 14:15:00
1
<1%
-
-
2023-02-28 14:30:00
1
<1%
-
-
2023-02-28 14:45:00
1
<1%
-
-
2023-02-28 15:00:00
1
<1%
-
-
2023-02-28 15:15:00
1
<1%
-
-
2023-02-28 15:30:00
1
<1%
-
-
2023-02-28 16:00:00
1
<1%
-
-
2023-02-28 19:45:00
1
<1%
-
-
2023-02-28 16:15:00
1
<1%
-
-
2023-02-28 16:30:00
1
<1%
-
-
2023-02-28 16:45:00
1
<1%
-
-
2023-02-28 17:00:00
1
<1%
-
-
2023-02-28 17:15:00
1
<1%
-
-
2023-02-28 17:30:00
1
<1%
-
-
2023-02-28 17:45:00
17,516
>99%
118,669
100%
(Other)
absolute_humidity_2m:gm3
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dew_point_2m:K
0.98
t_1000hPa:K
0.88
air_density_2m:kgm3
-0.69
relative_humidity_1000hPa:p
0.25
total_cloud_cover:p
0.24
effective_cloud_cover:p
0.24
wind_speed_u_10m:ms
0.21
snow_water:kgm2
0.21
visibility:m
-0.19
precip_5min:mm
0.18
snow_depth:cm
-0.17
fresh_snow_24h:cm
-0.17
fresh_snow_12h:cm
-0.13
pressure_100m:hPa
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.31
rain_water:kgm2
0.26
dew_or_rime:idx
0.25
precip_type_5min:idx
0.22
snow_density:kgm3
0.21
is_in_shadow:idx
0.10
is_day:idx
0.09
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
3.5
599
3.4%
1,187
1.0%
3.5999999046325684
570
3.2%
1,193
1.0%
3.4000000953674316
511
2.9%
1,183
1.0%
4.5
497
2.8%
2,085
1.8%
4.599999904632568
484
2.8%
1,851
1.6%
3.700000047683716
479
2.7%
1,392
1.2%
4.699999809265137
474
2.7%
1,899
1.6%
4.800000190734863
463
2.6%
1,727
1.5%
3.799999952316284
455
2.6%
1,387
1.2%
3.299999952316284
447
2.5%
1,077
0.9%
3.0999999046325684
436
2.5%
1,011
0.9%
2.9000000953674316
421
2.4%
734
0.6%
5.0
406
2.3%
1,572
1.3%
5.099999904632568
405
2.3%
1,669
1.4%
4.400000095367432
402
2.3%
2,150
1.8%
SMALLEST VALUES
1.0
26
0.1%
95
<0.1%
1.100000023841858
54
0.3%
144
0.1%
1.2000000476837158
24
0.1%
173
0.1%
1.2999999523162842
32
0.2%
200
0.2%
1.399999976158142
66
0.4%
196
0.2%
1.5
172
1.0%
286
0.2%
1.600000023841858
266
1.5%
325
0.3%
1.7000000476837158
209
1.2%
224
0.2%
1.7999999523162842
166
0.9%
307
0.3%
1.899999976158142
169
1.0%
282
0.2%
2.0
217
1.2%
349
0.3%
2.0999999046325684
268
1.5%
437
0.4%
2.200000047683716
375
2.1%
515
0.4%
2.299999952316284
328
1.9%
605
0.5%
2.4000000953674316
280
1.6%
593
0.5%
LARGEST VALUES
8.800000190734863
2
<0.1%
1,288
1.1%
8.699999809265137
4
<0.1%
1,290
1.1%
8.600000381469727
7
<0.1%
1,245
1.0%
8.5
6
<0.1%
1,302
1.1%
8.399999618530273
17
<0.1%
1,317
1.1%
8.300000190734863
30
0.2%
1,263
1.1%
8.199999809265137
33
0.2%
1,217
1.0%
8.100000381469727
38
0.2%
1,510
1.3%
8.0
33
0.2%
1,596
1.3%
7.900000095367432
31
0.2%
1,581
1.3%
7.800000190734863
18
0.1%
1,542
1.3%
7.699999809265137
36
0.2%
1,499
1.3%
7.599999904632568
53
0.3%
1,418
1.2%
7.5
51
0.3%
1,451
1.2%
7.400000095367432
43
0.2%
1,338
1.1%
air_density_2m:kgm3
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
t_1000hPa:K
-0.82
dew_point_2m:K
-0.73
absolute_humidity_2m:gm3
-0.69
sfc_pressure:hPa
0.48
msl_pressure:hPa
0.48
pressure_50m:hPa
0.48
pressure_100m:hPa
0.47
effective_cloud_cover:p
-0.33
total_cloud_cover:p
-0.31
wind_speed_10m:ms
-0.28
clear_sky_energy_1h:J
-0.25
diffuse_rad_1h:J
-0.24
snow_water:kgm2
-0.24
clear_sky_rad:W
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.22
is_day:idx
0.22
super_cooled_liquid_water:kgm2
0.18
rain_water:kgm2
0.17
precip_type_5min:idx
0.13
dew_or_rime:idx
0.07
snow_density:kgm3
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1.2699999809265137
342
1.9%
985
0.8%
1.2690000534057617
321
1.8%
996
0.8%
1.2710000276565552
304
1.7%
997
0.8%
1.2680000066757202
301
1.7%
1,048
0.9%
1.2769999504089355
298
1.7%
997
0.8%
1.284000039100647
283
1.6%
808
0.7%
1.2829999923706055
283
1.6%
931
0.8%
1.2669999599456787
272
1.5%
1,020
0.9%
1.281999945640564
250
1.4%
946
0.8%
1.281000018119812
248
1.4%
868
0.7%
1.2869999408721924
248
1.4%
731
0.6%
1.2660000324249268
247
1.4%
1,029
0.9%
1.2860000133514404
246
1.4%
749
0.6%
1.2730000019073486
245
1.4%
1,065
0.9%
1.2649999856948853
241
1.4%
956
0.8%
SMALLEST VALUES
1.2120000123977661
15
<0.1%
923
0.8%
1.2130000591278076
11
<0.1%
914
0.8%
1.2139999866485596
9
<0.1%
1,002
0.8%
1.215000033378601
7
<0.1%
1,020
0.9%
1.215999960899353
8
<0.1%
1,055
0.9%
1.2170000076293945
7
<0.1%
1,075
0.9%
1.218000054359436
3
<0.1%
1,110
0.9%
1.218999981880188
15
<0.1%
1,085
0.9%
1.2200000286102295
25
0.1%
1,025
0.9%
1.2209999561309814
21
0.1%
1,105
0.9%
1.222000002861023
37
0.2%
1,135
1.0%
1.2230000495910645
41
0.2%
1,133
1.0%
1.2239999771118164
63
0.4%
1,184
1.0%
1.225000023841858
77
0.4%
1,216
1.0%
1.2259999513626099
49
0.3%
1,225
1.0%
LARGEST VALUES
1.3739999532699585
2
<0.1%
24
<0.1%
1.3730000257492065
3
<0.1%
36
<0.1%
1.371999979019165
5
<0.1%
21
<0.1%
1.3700000047683716
9
<0.1%
20
<0.1%
1.36899995803833
6
<0.1%
17
<0.1%
1.3680000305175781
15
<0.1%
18
<0.1%
1.3669999837875366
37
0.2%
17
<0.1%
1.3660000562667847
38
0.2%
18
<0.1%
1.3650000095367432
13
<0.1%
13
<0.1%
1.3639999628067017
16
<0.1%
18
<0.1%
1.3630000352859497
20
0.1%
23
<0.1%
1.3619999885559082
19
0.1%
14
<0.1%
1.3609999418258667
20
0.1%
15
<0.1%
1.3600000143051147
14
<0.1%
19
<0.1%
1.3589999675750732
29
0.2%
20
<0.1%
ceiling_height_agl:m
MISSING:
3,919
(22%)
22,247
(19%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cloud_base_agl:m
0.67
visibility:m
0.50
effective_cloud_cover:p
-0.37
relative_humidity_1000hPa:p
-0.32
wind_speed_u_10m:ms
-0.26
snow_water:kgm2
-0.22
direct_rad_1h:J
0.16
t_1000hPa:K
0.16
direct_rad:W
0.15
precip_5min:mm
-0.13
wind_speed_v_10m:ms
0.10
wind_speed_10m:ms
-0.09
fresh_snow_6h:cm
-0.09
fresh_snow_12h:cm
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.22
dew_or_rime:idx
0.10
precip_type_5min:idx
0.07
snow_density:kgm3
0.06
rain_water:kgm2
0.06
is_in_shadow:idx
0.03
is_day:idx
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
28.200000762939453
64
0.5%
102
0.1%
28.299999237060547
51
0.4%
111
0.1%
28.600000381469727
48
0.4%
50
<0.1%
28.5
47
0.3%
38
<0.1%
28.100000381469727
45
0.3%
84
<0.1%
28.399999618530273
43
0.3%
79
<0.1%
29.100000381469727
36
0.3%
7
<0.1%
28.700000762939453
34
0.2%
62
<0.1%
29.799999237060547
31
0.2%
23
<0.1%
28.799999237060547
30
0.2%
37
<0.1%
28.899999618530273
26
0.2%
26
<0.1%
29.0
26
0.2%
9
<0.1%
29.600000381469727
25
0.2%
10
<0.1%
29.200000762939453
24
0.2%
8
<0.1%
29.899999618530273
20
0.1%
41
<0.1%
SMALLEST VALUES
27.899999618530273
3
<0.1%
29
<0.1%
28.0
10
<0.1%
74
<0.1%
28.100000381469727
45
0.3%
84
<0.1%
28.200000762939453
64
0.5%
102
0.1%
28.299999237060547
51
0.4%
111
0.1%
28.399999618530273
43
0.3%
79
<0.1%
28.5
47
0.3%
38
<0.1%
28.600000381469727
48
0.4%
50
<0.1%
28.700000762939453
34
0.2%
62
<0.1%
28.799999237060547
30
0.2%
37
<0.1%
28.899999618530273
26
0.2%
26
<0.1%
29.0
26
0.2%
9
<0.1%
29.100000381469727
36
0.3%
7
<0.1%
29.200000762939453
24
0.2%
8
<0.1%
29.299999237060547
12
<0.1%
22
<0.1%
LARGEST VALUES
12307.7001953125
1
<0.1%
0
0.0%
12294.900390625
7
<0.1%
0
0.0%
11949.2001953125
4
<0.1%
0
0.0%
11544.7001953125
4
<0.1%
0
0.0%
11442.5
1
<0.1%
0
0.0%
11240.099609375
4
<0.1%
0
0.0%
11193.7998046875
1
<0.1%
0
0.0%
11161.2001953125
4
<0.1%
0
0.0%
11160.5
1
<0.1%
0
0.0%
11104.599609375
4
<0.1%
0
0.0%
11084.400390625
1
<0.1%
0
0.0%
11081.0
1
<0.1%
0
0.0%
11064.2998046875
1
<0.1%
0
0.0%
11044.099609375
1
<0.1%
0
0.0%
11024.0
1
<0.1%
0
0.0%
clear_sky_energy_1h:J
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_rad:W
0.99
diffuse_rad_1h:J
0.92
diffuse_rad:W
0.90
direct_rad_1h:J
0.76
direct_rad:W
0.76
sun_elevation:d
0.71
relative_humidity_1000hPa:p
-0.34
wind_speed_v_10m:ms
-0.25
air_density_2m:kgm3
-0.25
t_1000hPa:K
0.19
msl_pressure:hPa
0.13
pressure_100m:hPa
0.13
pressure_50m:hPa
0.12
sfc_pressure:hPa
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.68
is_day:idx
0.62
dew_or_rime:idx
0.10
snow_density:kgm3
0.07
rain_water:kgm2
0.05
super_cooled_liquid_water:kgm2
0.04
precip_type_5min:idx
0.04
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
10,706
60.9%
51,852
43.7%
427.29998779296875
2
<0.1%
0
0.0%
54520.3984375
2
<0.1%
0
0.0%
1060.4000244140625
2
<0.1%
0
0.0%
537698.375
2
<0.1%
0
0.0%
130388.796875
2
<0.1%
0
0.0%
538.7999877929688
2
<0.1%
0
0.0%
2919.89990234375
2
<0.1%
0
0.0%
894551.375
2
<0.1%
0
0.0%
139278.0
1
<0.1%
0
0.0%
211528.0
1
<0.1%
0
0.0%
1688014.5
1
<0.1%
0
0.0%
1695687.75
1
<0.1%
0
0.0%
1694404.25
1
<0.1%
0
0.0%
1684171.25
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
10,706
60.9%
51,852
43.7%
0.10000000149011612
1
<0.1%
0
0.0%
3.700000047683716
1
<0.1%
1
<0.1%
16.200000762939453
1
<0.1%
0
0.0%
20.299999237060547
1
<0.1%
1
<0.1%
38.70000076293945
1
<0.1%
0
0.0%
44.900001525878906
1
<0.1%
0
0.0%
54.099998474121094
1
<0.1%
0
0.0%
71.80000305175781
1
<0.1%
0
0.0%
79.5
1
<0.1%
0
0.0%
80.4000015258789
1
<0.1%
0
0.0%
82.4000015258789
1
<0.1%
0
0.0%
87.0999984741211
1
<0.1%
0
0.0%
88.0999984741211
1
<0.1%
0
0.0%
88.4000015258789
1
<0.1%
0
0.0%
LARGEST VALUES
2555980.0
1
<0.1%
0
0.0%
2551917.25
1
<0.1%
0
0.0%
2551309.25
1
<0.1%
0
0.0%
2539140.75
1
<0.1%
0
0.0%
2538083.75
1
<0.1%
0
0.0%
2537927.75
1
<0.1%
0
0.0%
2534095.0
1
<0.1%
0
0.0%
2533325.75
1
<0.1%
0
0.0%
2521378.5
1
<0.1%
0
0.0%
2519846.75
1
<0.1%
0
0.0%
2519843.5
1
<0.1%
0
0.0%
2517712.25
1
<0.1%
0
0.0%
2515937.0
1
<0.1%
0
0.0%
2515899.5
1
<0.1%
0
0.0%
2514996.0
1
<0.1%
0
0.0%
clear_sky_rad:W
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_energy_1h:J
0.99
diffuse_rad:W
0.91
diffuse_rad_1h:J
0.91
direct_rad:W
0.76
direct_rad_1h:J
0.75
sun_elevation:d
0.72
relative_humidity_1000hPa:p
-0.32
wind_speed_v_10m:ms
-0.24
air_density_2m:kgm3
-0.23
t_1000hPa:K
0.17
msl_pressure:hPa
0.13
pressure_100m:hPa
0.13
pressure_50m:hPa
0.12
sfc_pressure:hPa
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.68
is_day:idx
0.62
dew_or_rime:idx
0.10
snow_density:kgm3
0.07
rain_water:kgm2
0.05
precip_type_5min:idx
0.04
super_cooled_liquid_water:kgm2
0.04
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
11,440
65.1%
56,815
47.9%
20.700000762939453
13
<0.1%
26
<0.1%
5.699999809265137
13
<0.1%
36
<0.1%
24.100000381469727
12
<0.1%
48
<0.1%
10.399999618530273
11
<0.1%
30
<0.1%
25.299999237060547
11
<0.1%
30
<0.1%
9.699999809265137
10
<0.1%
29
<0.1%
23.399999618530273
10
<0.1%
34
<0.1%
25.200000762939453
10
<0.1%
32
<0.1%
24.299999237060547
9
<0.1%
31
<0.1%
8.899999618530273
9
<0.1%
24
<0.1%
27.200000762939453
9
<0.1%
28
<0.1%
55.29999923706055
9
<0.1%
13
<0.1%
9.0
9
<0.1%
28
<0.1%
22.0
9
<0.1%
25
<0.1%
SMALLEST VALUES
0.0
11,440
65.1%
56,815
47.9%
0.10000000149011612
3
<0.1%
32
<0.1%
0.20000000298023224
2
<0.1%
33
<0.1%
0.30000001192092896
8
<0.1%
36
<0.1%
0.4000000059604645
5
<0.1%
34
<0.1%
0.5
5
<0.1%
22
<0.1%
0.6000000238418579
8
<0.1%
34
<0.1%
0.699999988079071
6
<0.1%
32
<0.1%
0.800000011920929
4
<0.1%
23
<0.1%
0.8999999761581421
7
<0.1%
32
<0.1%
1.0
1
<0.1%
40
<0.1%
1.100000023841858
5
<0.1%
31
<0.1%
1.2000000476837158
2
<0.1%
31
<0.1%
1.2999999523162842
3
<0.1%
33
<0.1%
1.399999976158142
2
<0.1%
38
<0.1%
LARGEST VALUES
711.5999755859375
1
<0.1%
8
<0.1%
710.5
1
<0.1%
10
<0.1%
710.2999877929688
1
<0.1%
7
<0.1%
706.9000244140625
1
<0.1%
7
<0.1%
706.5999755859375
2
<0.1%
6
<0.1%
705.5
1
<0.1%
4
<0.1%
705.2999877929688
1
<0.1%
4
<0.1%
702.0
1
<0.1%
5
<0.1%
701.5999755859375
2
<0.1%
3
<0.1%
701.0
1
<0.1%
5
<0.1%
700.5
1
<0.1%
6
<0.1%
700.4000244140625
1
<0.1%
6
<0.1%
700.2000122070312
1
<0.1%
4
<0.1%
697.0
1
<0.1%
3
<0.1%
696.4000244140625
2
<0.1%
6
<0.1%
cloud_base_agl:m
MISSING:
2,094
(12%)
8,066
(7%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ceiling_height_agl:m
0.67
visibility:m
0.33
relative_humidity_1000hPa:p
-0.29
wind_speed_u_10m:ms
-0.26
wind_speed_10m:ms
-0.19
effective_cloud_cover:p
-0.17
absolute_humidity_2m:gm3
-0.11
direct_rad_1h:J
0.11
snow_water:kgm2
-0.11
dew_point_2m:K
-0.10
fresh_snow_12h:cm
-0.10
direct_rad:W
0.10
total_cloud_cover:p
0.10
fresh_snow_6h:cm
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.15
dew_or_rime:idx
0.11
precip_type_5min:idx
0.08
snow_density:kgm3
0.06
is_in_shadow:idx
0.03
is_day:idx
0.03
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
28.399999618530273
62
0.4%
26
<0.1%
28.299999237060547
59
0.4%
36
<0.1%
28.700000762939453
39
0.3%
7
<0.1%
28.200000762939453
38
0.2%
18
<0.1%
29.799999237060547
30
0.2%
14
<0.1%
28.899999618530273
28
0.2%
38
<0.1%
28.600000381469727
27
0.2%
41
<0.1%
29.0
27
0.2%
17
<0.1%
29.700000762939453
24
0.2%
35
<0.1%
29.100000381469727
24
0.2%
4
<0.1%
28.799999237060547
23
0.1%
9
<0.1%
29.399999618530273
20
0.1%
23
<0.1%
28.100000381469727
18
0.1%
24
<0.1%
29.200000762939453
12
<0.1%
6
<0.1%
30.100000381469727
12
<0.1%
12
<0.1%
SMALLEST VALUES
27.799999237060547
8
<0.1%
0
0.0%
27.899999618530273
4
<0.1%
6
<0.1%
28.0
6
<0.1%
12
<0.1%
28.100000381469727
18
0.1%
24
<0.1%
28.200000762939453
38
0.2%
18
<0.1%
28.299999237060547
59
0.4%
36
<0.1%
28.399999618530273
62
0.4%
26
<0.1%
28.5
9
<0.1%
18
<0.1%
28.600000381469727
27
0.2%
41
<0.1%
28.700000762939453
39
0.3%
7
<0.1%
28.799999237060547
23
0.1%
9
<0.1%
28.899999618530273
28
0.2%
38
<0.1%
29.0
27
0.2%
17
<0.1%
29.100000381469727
24
0.2%
4
<0.1%
29.200000762939453
12
<0.1%
6
<0.1%
LARGEST VALUES
10813.7001953125
7
<0.1%
0
0.0%
10674.099609375
4
<0.1%
0
0.0%
10560.7001953125
1
<0.1%
0
0.0%
10466.2001953125
4
<0.1%
0
0.0%
10447.2998046875
1
<0.1%
0
0.0%
10334.0
1
<0.1%
0
0.0%
10325.2001953125
1
<0.1%
4
<0.1%
10220.599609375
1
<0.1%
0
0.0%
10191.2001953125
1
<0.1%
0
0.0%
10184.099609375
1
<0.1%
0
0.0%
10164.7998046875
7
<0.1%
0
0.0%
10161.900390625
1
<0.1%
0
0.0%
10132.5
1
<0.1%
0
0.0%
10103.2001953125
4
<0.1%
0
0.0%
10043.0
1
<0.1%
0
0.0%
dew_or_rime:idx
MISSING:
---
---
TOP CATEGORIES
0.0
16,712
95%
114,309
96%
1.0
511
3%
3,509
3%
-1.0
353
2%
851
<1%
ALL
17,576
100%
118,669
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dew_or_rime:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
rain_water:kgm2
0.04
is_in_shadow:idx
0.02
is_day:idx
0.02
precip_type_5min:idx
0.01
snow_density:kgm3
0.01
super_cooled_liquid_water:kgm2
0.01

THESE FEATURES
GIVE INFORMATION
ON dew_or_rime:idx:
is_in_shadow:idx
0.07
is_day:idx
0.06
rain_water:kgm2
0.02
super_cooled_liquid_water:kgm2
0.02
snow_density:kgm3
0.01
precip_type_5min:idx
0.01
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
CORRELATION RATIO WITH...
prob_rime:p
0.70
absolute_humidity_2m:gm3
0.25
dew_point_2m:K
0.22
t_1000hPa:K
0.22
wind_speed_10m:ms
0.21
relative_humidity_1000hPa:p
0.16
sun_elevation:d
0.12
diffuse_rad_1h:J
0.11
diffuse_rad:W
0.11
cloud_base_agl:m
0.11
clear_sky_energy_1h:J
0.10
clear_sky_rad:W
0.10
ceiling_height_agl:m
0.10
effective_cloud_cover:p
0.09
dew_point_2m:K
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
absolute_humidity_2m:gm3
0.98
t_1000hPa:K
0.90
air_density_2m:kgm3
-0.73
total_cloud_cover:p
0.25
effective_cloud_cover:p
0.25
wind_speed_u_10m:ms
0.21
relative_humidity_1000hPa:p
0.21
snow_water:kgm2
0.20
visibility:m
-0.17
snow_depth:cm
-0.16
precip_5min:mm
0.16
wind_speed_10m:ms
0.14
fresh_snow_24h:cm
-0.14
sun_elevation:d
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.30
rain_water:kgm2
0.22
dew_or_rime:idx
0.22
snow_density:kgm3
0.19
precip_type_5min:idx
0.19
is_in_shadow:idx
0.10
is_day:idx
0.10
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
269.20001220703125
194
1.1%
311
0.3%
268.70001220703125
182
1.0%
345
0.3%
272.29998779296875
177
1.0%
635
0.5%
273.8999938964844
174
1.0%
572
0.5%
272.3999938964844
173
1.0%
602
0.5%
273.1000061035156
170
1.0%
614
0.5%
273.79998779296875
168
1.0%
557
0.5%
272.20001220703125
167
1.0%
665
0.6%
273.0
166
0.9%
650
0.5%
269.1000061035156
163
0.9%
305
0.3%
272.70001220703125
157
0.9%
587
0.5%
268.5
156
0.9%
296
0.2%
272.5
155
0.9%
612
0.5%
272.79998779296875
154
0.9%
633
0.5%
269.0
153
0.9%
305
0.3%
SMALLEST VALUES
254.6999969482422
9
<0.1%
10
<0.1%
254.8000030517578
8
<0.1%
20
<0.1%
254.89999389648438
6
<0.1%
18
<0.1%
255.0
7
<0.1%
22
<0.1%
255.10000610351562
5
<0.1%
18
<0.1%
255.1999969482422
12
<0.1%
10
<0.1%
255.3000030517578
3
<0.1%
11
<0.1%
255.39999389648438
6
<0.1%
11
<0.1%
255.5
4
<0.1%
9
<0.1%
255.60000610351562
6
<0.1%
10
<0.1%
255.6999969482422
6
<0.1%
7
<0.1%
255.8000030517578
4
<0.1%
18
<0.1%
255.89999389648438
3
<0.1%
15
<0.1%
256.0
4
<0.1%
16
<0.1%
256.1000061035156
3
<0.1%
20
<0.1%
LARGEST VALUES
282.1000061035156
4
<0.1%
631
0.5%
282.0
2
<0.1%
631
0.5%
281.8999938964844
1
<0.1%
760
0.6%
281.79998779296875
5
<0.1%
660
0.6%
281.70001220703125
2
<0.1%
761
0.6%
281.6000061035156
4
<0.1%
668
0.6%
281.5
4
<0.1%
680
0.6%
281.3999938964844
13
<0.1%
706
0.6%
281.29998779296875
22
0.1%
755
0.6%
281.20001220703125
11
<0.1%
704
0.6%
281.1000061035156
19
0.1%
707
0.6%
281.0
14
<0.1%
723
0.6%
280.8999938964844
26
0.1%
803
0.7%
280.79998779296875
19
0.1%
843
0.7%
280.70001220703125
20
0.1%
830
0.7%
diffuse_rad:W
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad_1h:J
0.99
clear_sky_rad:W
0.91
clear_sky_energy_1h:J
0.90
sun_elevation:d
0.72
direct_rad:W
0.55
direct_rad_1h:J
0.55
relative_humidity_1000hPa:p
-0.27
air_density_2m:kgm3
-0.23
wind_speed_v_10m:ms
-0.22
t_1000hPa:K
0.13
dew_point_2m:K
0.09
absolute_humidity_2m:gm3
0.07
snow_melt_10min:mm
0.07
wind_speed_10m:ms
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.74
is_day:idx
0.68
dew_or_rime:idx
0.11
super_cooled_liquid_water:kgm2
0.08
rain_water:kgm2
0.06
precip_type_5min:idx
0.05
snow_density:kgm3
0.04
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
11,442
65.1%
56,837
47.9%
13.399999618530273
17
<0.1%
53
<0.1%
8.600000381469727
15
<0.1%
48
<0.1%
15.300000190734863
15
<0.1%
42
<0.1%
9.800000190734863
15
<0.1%
50
<0.1%
10.800000190734863
14
<0.1%
58
<0.1%
13.800000190734863
14
<0.1%
50
<0.1%
12.199999809265137
14
<0.1%
60
<0.1%
2.799999952316284
14
<0.1%
61
<0.1%
24.0
13
<0.1%
42
<0.1%
28.799999237060547
13
<0.1%
45
<0.1%
20.399999618530273
13
<0.1%
41
<0.1%
18.600000381469727
13
<0.1%
40
<0.1%
24.700000762939453
13
<0.1%
45
<0.1%
12.899999618530273
13
<0.1%
56
<0.1%
SMALLEST VALUES
0.0
11,442
65.1%
56,837
47.9%
0.10000000149011612
5
<0.1%
77
<0.1%
0.20000000298023224
8
<0.1%
87
<0.1%
0.30000001192092896
9
<0.1%
63
<0.1%
0.4000000059604645
12
<0.1%
74
<0.1%
0.5
6
<0.1%
69
<0.1%
0.6000000238418579
10
<0.1%
62
<0.1%
0.699999988079071
6
<0.1%
65
<0.1%
0.800000011920929
9
<0.1%
59
<0.1%
0.8999999761581421
6
<0.1%
59
<0.1%
1.0
7
<0.1%
63
<0.1%
1.100000023841858
6
<0.1%
73
<0.1%
1.2000000476837158
5
<0.1%
71
<0.1%
1.2999999523162842
12
<0.1%
73
<0.1%
1.399999976158142
6
<0.1%
49
<0.1%
LARGEST VALUES
300.5
1
<0.1%
0
0.0%
299.29998779296875
1
<0.1%
2
<0.1%
296.8999938964844
1
<0.1%
0
0.0%
293.5
1
<0.1%
2
<0.1%
289.0
1
<0.1%
1
<0.1%
279.70001220703125
1
<0.1%
2
<0.1%
273.79998779296875
1
<0.1%
1
<0.1%
270.0
1
<0.1%
3
<0.1%
268.5
1
<0.1%
2
<0.1%
266.3999938964844
1
<0.1%
0
0.0%
265.79998779296875
1
<0.1%
2
<0.1%
265.6000061035156
1
<0.1%
4
<0.1%
263.79998779296875
1
<0.1%
3
<0.1%
263.70001220703125
1
<0.1%
2
<0.1%
262.1000061035156
1
<0.1%
2
<0.1%
diffuse_rad_1h:J
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad:W
0.99
clear_sky_energy_1h:J
0.92
clear_sky_rad:W
0.91
sun_elevation:d
0.72
direct_rad_1h:J
0.56
direct_rad:W
0.55
relative_humidity_1000hPa:p
-0.29
air_density_2m:kgm3
-0.24
wind_speed_v_10m:ms
-0.23
t_1000hPa:K
0.15
dew_point_2m:K
0.10
absolute_humidity_2m:gm3
0.08
snow_melt_10min:mm
0.08
wind_speed_10m:ms
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.73
is_day:idx
0.68
dew_or_rime:idx
0.11
super_cooled_liquid_water:kgm2
0.08
rain_water:kgm2
0.06
precip_type_5min:idx
0.05
snow_density:kgm3
0.04
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
10,706
60.9%
51,857
43.7%
17640.0
2
<0.1%
0
0.0%
312457.90625
2
<0.1%
0
0.0%
73044.796875
2
<0.1%
0
0.0%
242009.5
1
<0.1%
0
0.0%
469063.3125
1
<0.1%
0
0.0%
502519.40625
1
<0.1%
0
0.0%
523490.6875
1
<0.1%
0
0.0%
542024.5
1
<0.1%
0
0.0%
557967.5
1
<0.1%
0
0.0%
571181.5
1
<0.1%
0
0.0%
570330.875
1
<0.1%
0
0.0%
566574.1875
1
<0.1%
0
0.0%
559998.125
1
<0.1%
0
0.0%
550704.1875
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
10,706
60.9%
51,857
43.7%
0.10000000149011612
1
<0.1%
0
0.0%
15.600000381469727
1
<0.1%
0
0.0%
37.400001525878906
1
<0.1%
0
0.0%
66.9000015258789
1
<0.1%
0
0.0%
93.5999984741211
1
<0.1%
0
0.0%
101.5
1
<0.1%
0
0.0%
169.39999389648438
1
<0.1%
0
0.0%
223.0
1
<0.1%
0
0.0%
231.5
1
<0.1%
0
0.0%
294.5
1
<0.1%
0
0.0%
304.3999938964844
1
<0.1%
0
0.0%
314.3999938964844
1
<0.1%
0
0.0%
339.8999938964844
1
<0.1%
0
0.0%
363.1000061035156
1
<0.1%
0
0.0%
LARGEST VALUES
1061123.25
1
<0.1%
0
0.0%
1031695.875
1
<0.1%
0
0.0%
1031463.1875
1
<0.1%
0
0.0%
999046.1875
1
<0.1%
0
0.0%
998026.5
1
<0.1%
0
0.0%
964072.5
1
<0.1%
0
0.0%
960528.6875
1
<0.1%
0
0.0%
949374.1875
1
<0.1%
0
0.0%
949017.6875
1
<0.1%
0
0.0%
945017.125
1
<0.1%
0
0.0%
941835.125
1
<0.1%
0
0.0%
941277.875
1
<0.1%
0
0.0%
937442.375
1
<0.1%
0
0.0%
930050.375
1
<0.1%
0
0.0%
929074.3125
1
<0.1%
0
0.0%
direct_rad:W
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
direct_rad_1h:J
0.99
clear_sky_rad:W
0.76
clear_sky_energy_1h:J
0.76
diffuse_rad_1h:J
0.55
diffuse_rad:W
0.55
sun_elevation:d
0.53
relative_humidity_1000hPa:p
-0.40
effective_cloud_cover:p
-0.32
total_cloud_cover:p
-0.32
msl_pressure:hPa
0.17
pressure_100m:hPa
0.17
pressure_50m:hPa
0.17
sfc_pressure:hPa
0.17
wind_speed_v_10m:ms
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.49
is_day:idx
0.44
super_cooled_liquid_water:kgm2
0.14
dew_or_rime:idx
0.07
snow_density:kgm3
0.06
precip_type_5min:idx
0.06
rain_water:kgm2
0.05
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
12,776
72.7%
64,702
54.5%
0.10000000149011612
109
0.6%
1,030
0.9%
0.20000000298023224
75
0.4%
633
0.5%
0.4000000059604645
60
0.3%
412
0.3%
0.30000001192092896
55
0.3%
504
0.4%
0.699999988079071
43
0.2%
323
0.3%
0.6000000238418579
33
0.2%
334
0.3%
1.100000023841858
33
0.2%
252
0.2%
0.5
28
0.2%
379
0.3%
0.800000011920929
28
0.2%
270
0.2%
1.0
26
0.1%
244
0.2%
2.0
23
0.1%
167
0.1%
1.2999999523162842
23
0.1%
202
0.2%
1.2000000476837158
19
0.1%
227
0.2%
5.0
18
0.1%
75
<0.1%
SMALLEST VALUES
0.0
12,776
72.7%
64,702
54.5%
0.10000000149011612
109
0.6%
1,030
0.9%
0.20000000298023224
75
0.4%
633
0.5%
0.30000001192092896
55
0.3%
504
0.4%
0.4000000059604645
60
0.3%
412
0.3%
0.5
28
0.2%
379
0.3%
0.6000000238418579
33
0.2%
334
0.3%
0.699999988079071
43
0.2%
323
0.3%
0.800000011920929
28
0.2%
270
0.2%
0.8999999761581421
17
<0.1%
269
0.2%
1.0
26
0.1%
244
0.2%
1.100000023841858
33
0.2%
252
0.2%
1.2000000476837158
19
0.1%
227
0.2%
1.2999999523162842
23
0.1%
202
0.2%
1.399999976158142
15
<0.1%
176
0.1%
LARGEST VALUES
530.4000244140625
1
<0.1%
1
<0.1%
530.2000122070312
1
<0.1%
2
<0.1%
528.0999755859375
1
<0.1%
0
0.0%
527.5999755859375
1
<0.1%
1
<0.1%
524.0999755859375
1
<0.1%
2
<0.1%
522.9000244140625
1
<0.1%
1
<0.1%
518.0999755859375
1
<0.1%
2
<0.1%
516.2999877929688
1
<0.1%
0
0.0%
513.7999877929688
1
<0.1%
4
<0.1%
512.7000122070312
1
<0.1%
3
<0.1%
510.6000061035156
1
<0.1%
1
<0.1%
509.70001220703125
1
<0.1%
4
<0.1%
508.79998779296875
1
<0.1%
3
<0.1%
508.1000061035156
2
<0.1%
1
<0.1%
507.79998779296875
1
<0.1%
0
0.0%
direct_rad_1h:J
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
direct_rad:W
0.99
clear_sky_energy_1h:J
0.76
clear_sky_rad:W
0.75
diffuse_rad_1h:J
0.56
diffuse_rad:W
0.55
sun_elevation:d
0.53
relative_humidity_1000hPa:p
-0.43
effective_cloud_cover:p
-0.32
total_cloud_cover:p
-0.32
msl_pressure:hPa
0.17
air_density_2m:kgm3
-0.17
pressure_100m:hPa
0.17
pressure_50m:hPa
0.17
wind_speed_v_10m:ms
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.49
is_day:idx
0.45
super_cooled_liquid_water:kgm2
0.14
dew_or_rime:idx
0.07
snow_density:kgm3
0.06
precip_type_5min:idx
0.06
rain_water:kgm2
0.05
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
11,955
68.0%
57,945
48.8%
0.8999999761581421
9
<0.1%
5
<0.1%
0.5
5
<0.1%
26
<0.1%
0.30000001192092896
4
<0.1%
34
<0.1%
0.10000000149011612
4
<0.1%
85
<0.1%
1.399999976158142
3
<0.1%
2
<0.1%
290.1000061035156
3
<0.1%
0
0.0%
771.5
2
<0.1%
0
0.0%
919.5
2
<0.1%
1
<0.1%
1430.5999755859375
2
<0.1%
0
0.0%
653.2000122070312
2
<0.1%
0
0.0%
324.70001220703125
2
<0.1%
0
0.0%
649.0
2
<0.1%
0
0.0%
0.20000000298023224
2
<0.1%
53
<0.1%
0.4000000059604645
2
<0.1%
24
<0.1%
SMALLEST VALUES
0.0
11,955
68.0%
57,945
48.8%
0.10000000149011612
4
<0.1%
85
<0.1%
0.20000000298023224
2
<0.1%
53
<0.1%
0.30000001192092896
4
<0.1%
34
<0.1%
0.4000000059604645
2
<0.1%
24
<0.1%
0.5
5
<0.1%
26
<0.1%
0.6000000238418579
2
<0.1%
14
<0.1%
0.800000011920929
2
<0.1%
3
<0.1%
0.8999999761581421
9
<0.1%
5
<0.1%
1.0
1
<0.1%
5
<0.1%
1.100000023841858
1
<0.1%
4
<0.1%
1.2999999523162842
1
<0.1%
4
<0.1%
1.399999976158142
3
<0.1%
2
<0.1%
1.600000023841858
1
<0.1%
3
<0.1%
2.5
1
<0.1%
3
<0.1%
LARGEST VALUES
1893098.375
1
<0.1%
0
0.0%
1891953.25
1
<0.1%
0
0.0%
1887251.25
1
<0.1%
0
0.0%
1883812.625
1
<0.1%
0
0.0%
1869100.625
1
<0.1%
0
0.0%
1868707.75
1
<0.1%
0
0.0%
1844649.625
1
<0.1%
0
0.0%
1844204.875
1
<0.1%
0
0.0%
1827718.75
1
<0.1%
0
0.0%
1827343.0
1
<0.1%
0
0.0%
1821245.0
1
<0.1%
0
0.0%
1820107.25
1
<0.1%
0
0.0%
1813843.625
1
<0.1%
0
0.0%
1813266.875
1
<0.1%
0
0.0%
1812728.125
1
<0.1%
0
0.0%
effective_cloud_cover:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_cloud_cover:p
0.95
visibility:m
-0.41
ceiling_height_agl:m
-0.37
snow_water:kgm2
0.35
air_density_2m:kgm3
-0.33
direct_rad_1h:J
-0.32
direct_rad:W
-0.32
sfc_pressure:hPa
-0.30
pressure_50m:hPa
-0.30
msl_pressure:hPa
-0.30
pressure_100m:hPa
-0.30
relative_humidity_1000hPa:p
0.27
wind_speed_u_10m:ms
0.27
dew_point_2m:K
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.42
precip_type_5min:idx
0.18
rain_water:kgm2
0.14
dew_or_rime:idx
0.09
is_in_shadow:idx
0.06
is_day:idx
0.06
snow_density:kgm3
0.04
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
100.0
3,947
22.5%
17,592
14.8%
0.0
959
5.5%
3,796
3.2%
99.9000015258789
356
2.0%
2,559
2.2%
99.80000305175781
287
1.6%
1,797
1.5%
99.69999694824219
203
1.2%
1,269
1.1%
99.5999984741211
174
1.0%
1,131
1.0%
99.5
124
0.7%
964
0.8%
99.4000015258789
122
0.7%
789
0.7%
99.30000305175781
94
0.5%
718
0.6%
99.0999984741211
92
0.5%
636
0.5%
99.19999694824219
89
0.5%
693
0.6%
99.0
83
0.5%
588
0.5%
98.80000305175781
81
0.5%
511
0.4%
98.9000015258789
77
0.4%
563
0.5%
98.5
72
0.4%
428
0.4%
SMALLEST VALUES
0.0
959
5.5%
3,796
3.2%
0.10000000149011612
49
0.3%
279
0.2%
0.20000000298023224
41
0.2%
247
0.2%
0.30000001192092896
36
0.2%
260
0.2%
0.4000000059604645
36
0.2%
210
0.2%
0.5
21
0.1%
244
0.2%
0.6000000238418579
32
0.2%
195
0.2%
0.699999988079071
20
0.1%
169
0.1%
0.800000011920929
26
0.1%
211
0.2%
0.8999999761581421
16
<0.1%
142
0.1%
1.0
24
0.1%
137
0.1%
1.100000023841858
18
0.1%
161
0.1%
1.2000000476837158
14
<0.1%
129
0.1%
1.2999999523162842
28
0.2%
150
0.1%
1.399999976158142
22
0.1%
134
0.1%
LARGEST VALUES
100.0
3,947
22.5%
17,592
14.8%
99.9000015258789
356
2.0%
2,559
2.2%
99.80000305175781
287
1.6%
1,797
1.5%
99.69999694824219
203
1.2%
1,269
1.1%
99.5999984741211
174
1.0%
1,131
1.0%
99.5
124
0.7%
964
0.8%
99.4000015258789
122
0.7%
789
0.7%
99.30000305175781
94
0.5%
718
0.6%
99.19999694824219
89
0.5%
693
0.6%
99.0999984741211
92
0.5%
636
0.5%
99.0
83
0.5%
588
0.5%
98.9000015258789
77
0.4%
563
0.5%
98.80000305175781
81
0.5%
511
0.4%
98.69999694824219
58
0.3%
526
0.4%
98.5999984741211
67
0.4%
483
0.4%
elevation:m
MISSING:
---
---
TOP CATEGORIES
6.0
17,576
100%
118,669
100%
ALL
17,576
100%
118,669
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
elevation:m
PROVIDES INFORMATION ON...
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
rain_water:kgm2
0.00
dew_or_rime:idx
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00
snow_density:kgm3
0.00
precip_type_5min:idx
-0.00
super_cooled_liquid_water:kgm2
-0.00

THESE FEATURES
GIVE INFORMATION
ON elevation:m:
dew_or_rime:idx
1.00
is_day:idx
1.00
is_in_shadow:idx
1.00
precip_type_5min:idx
1.00
rain_water:kgm2
1.00
snow_density:kgm3
1.00
snow_drift:idx
1.00
super_cooled_liquid_water:kgm2
1.00
wind_speed_w_1000hPa:ms
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
elevation:m
CORRELATION RATIO WITH...
absolute_humidity_2m:gm3
0.00
air_density_2m:kgm3
0.00
ceiling_height_agl:m
0.00
clear_sky_energy_1h:J
0.00
clear_sky_rad:W
0.00
cloud_base_agl:m
0.00
dew_point_2m:K
0.00
diffuse_rad:W
0.00
diffuse_rad_1h:J
0.00
direct_rad:W
0.00
direct_rad_1h:J
0.00
effective_cloud_cover:p
0.00
fresh_snow_12h:cm
0.00
fresh_snow_1h:cm
0.00
fresh_snow_12h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_24h:cm
0.83
fresh_snow_6h:cm
0.82
fresh_snow_3h:cm
0.64
fresh_snow_1h:cm
0.45
wind_speed_u_10m:ms
0.23
pressure_100m:hPa
-0.16
pressure_50m:hPa
-0.16
sfc_pressure:hPa
-0.16
msl_pressure:hPa
-0.16
t_1000hPa:K
-0.16
visibility:m
-0.15
snow_depth:cm
0.15
effective_cloud_cover:p
0.14
absolute_humidity_2m:gm3
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.23
snow_density:kgm3
0.18
dew_or_rime:idx
0.06
super_cooled_liquid_water:kgm2
0.04
rain_water:kgm2
0.03
is_in_shadow:idx
0.03
is_day:idx
0.03
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
14,750
83.9%
115,521
97.3%
0.4000000059604645
180
1.0%
177
0.1%
0.20000000298023224
174
1.0%
122
0.1%
0.8999999761581421
149
0.8%
123
0.1%
0.5
125
0.7%
276
0.2%
1.600000023841858
124
0.7%
37
<0.1%
0.30000001192092896
124
0.7%
241
0.2%
0.699999988079071
120
0.7%
202
0.2%
0.6000000238418579
114
0.6%
149
0.1%
0.800000011920929
100
0.6%
127
0.1%
1.2999999523162842
92
0.5%
55
<0.1%
2.0
90
0.5%
62
<0.1%
1.100000023841858
87
0.5%
60
<0.1%
1.0
74
0.4%
152
0.1%
2.5
69
0.4%
27
<0.1%
SMALLEST VALUES
0.0
14,750
83.9%
115,521
97.3%
0.20000000298023224
174
1.0%
122
0.1%
0.30000001192092896
124
0.7%
241
0.2%
0.4000000059604645
180
1.0%
177
0.1%
0.5
125
0.7%
276
0.2%
0.6000000238418579
114
0.6%
149
0.1%
0.699999988079071
120
0.7%
202
0.2%
0.800000011920929
100
0.6%
127
0.1%
0.8999999761581421
149
0.8%
123
0.1%
1.0
74
0.4%
152
0.1%
1.100000023841858
87
0.5%
60
<0.1%
1.2000000476837158
23
0.1%
71
<0.1%
1.2999999523162842
92
0.5%
55
<0.1%
1.399999976158142
52
0.3%
37
<0.1%
1.5
40
0.2%
54
<0.1%
LARGEST VALUES
10.300000190734863
2
<0.1%
0
0.0%
10.0
1
<0.1%
0
0.0%
9.899999618530273
1
<0.1%
0
0.0%
9.600000381469727
2
<0.1%
0
0.0%
9.5
4
<0.1%
0
0.0%
9.399999618530273
6
<0.1%
1
<0.1%
9.300000190734863
5
<0.1%
1
<0.1%
9.199999809265137
1
<0.1%
2
<0.1%
9.100000381469727
2
<0.1%
1
<0.1%
9.0
4
<0.1%
0
0.0%
8.699999809265137
1
<0.1%
1
<0.1%
8.399999618530273
8
<0.1%
3
<0.1%
8.300000190734863
5
<0.1%
7
<0.1%
8.199999809265137
3
<0.1%
3
<0.1%
8.100000381469727
6
<0.1%
1
<0.1%
fresh_snow_1h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_3h:cm
0.79
fresh_snow_6h:cm
0.61
fresh_snow_12h:cm
0.45
fresh_snow_24h:cm
0.38
precip_5min:mm
0.26
snow_water:kgm2
0.21
visibility:m
-0.18
wind_speed_u_10m:ms
0.13
effective_cloud_cover:p
0.12
pressure_100m:hPa
-0.10
pressure_50m:hPa
-0.10
sfc_pressure:hPa
-0.10
msl_pressure:hPa
-0.10
t_1000hPa:K
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.60
snow_density:kgm3
0.09
is_day:idx
0.07
is_in_shadow:idx
0.07
super_cooled_liquid_water:kgm2
0.04
dew_or_rime:idx
0.03
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
16,754
95.3%
117,958
99.4%
0.30000001192092896
169
1.0%
131
0.1%
0.5
130
0.7%
75
<0.1%
0.4000000059604645
120
0.7%
116
<0.1%
0.20000000298023224
107
0.6%
68
<0.1%
0.6000000238418579
71
0.4%
53
<0.1%
0.800000011920929
44
0.3%
44
<0.1%
0.699999988079071
37
0.2%
41
<0.1%
0.8999999761581421
28
0.2%
25
<0.1%
1.2000000476837158
24
0.1%
20
<0.1%
1.100000023841858
18
0.1%
14
<0.1%
1.399999976158142
15
<0.1%
7
<0.1%
1.7000000476837158
15
<0.1%
11
<0.1%
1.0
12
<0.1%
28
<0.1%
1.2999999523162842
8
<0.1%
8
<0.1%
SMALLEST VALUES
0.0
16,754
95.3%
117,958
99.4%
0.20000000298023224
107
0.6%
68
<0.1%
0.30000001192092896
169
1.0%
131
0.1%
0.4000000059604645
120
0.7%
116
<0.1%
0.5
130
0.7%
75
<0.1%
0.6000000238418579
71
0.4%
53
<0.1%
0.699999988079071
37
0.2%
41
<0.1%
0.800000011920929
44
0.3%
44
<0.1%
0.8999999761581421
28
0.2%
25
<0.1%
1.0
12
<0.1%
28
<0.1%
1.100000023841858
18
0.1%
14
<0.1%
1.2000000476837158
24
0.1%
20
<0.1%
1.2999999523162842
8
<0.1%
8
<0.1%
1.399999976158142
15
<0.1%
7
<0.1%
1.7000000476837158
15
<0.1%
11
<0.1%
LARGEST VALUES
3.5
2
<0.1%
1
<0.1%
2.700000047683716
1
<0.1%
2
<0.1%
2.5999999046325684
3
<0.1%
5
<0.1%
2.200000047683716
1
<0.1%
2
<0.1%
2.0999999046325684
7
<0.1%
2
<0.1%
1.899999976158142
4
<0.1%
5
<0.1%
1.7999999523162842
6
<0.1%
5
<0.1%
1.7000000476837158
15
<0.1%
11
<0.1%
1.399999976158142
15
<0.1%
7
<0.1%
1.2999999523162842
8
<0.1%
8
<0.1%
1.2000000476837158
24
0.1%
20
<0.1%
1.100000023841858
18
0.1%
14
<0.1%
1.0
12
<0.1%
28
<0.1%
0.8999999761581421
28
0.2%
25
<0.1%
0.800000011920929
44
0.3%
44
<0.1%
fresh_snow_24h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_12h:cm
0.83
fresh_snow_6h:cm
0.66
fresh_snow_3h:cm
0.52
fresh_snow_1h:cm
0.38
snow_depth:cm
0.23
wind_speed_u_10m:ms
0.22
t_1000hPa:K
-0.20
pressure_100m:hPa
-0.18
pressure_50m:hPa
-0.18
sfc_pressure:hPa
-0.18
msl_pressure:hPa
-0.18
absolute_humidity_2m:gm3
-0.17
effective_cloud_cover:p
0.16
visibility:m
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.25
precip_type_5min:idx
0.21
dew_or_rime:idx
0.07
rain_water:kgm2
0.04
is_in_shadow:idx
0.03
super_cooled_liquid_water:kgm2
0.03
is_day:idx
0.03
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
13,564
77.2%
113,312
95.5%
0.20000000298023224
221
1.3%
178
0.1%
0.4000000059604645
215
1.2%
253
0.2%
1.600000023841858
169
1.0%
32
<0.1%
0.6000000238418579
146
0.8%
241
0.2%
0.699999988079071
139
0.8%
368
0.3%
0.30000001192092896
132
0.8%
364
0.3%
0.800000011920929
122
0.7%
203
0.2%
0.8999999761581421
120
0.7%
223
0.2%
1.7000000476837158
111
0.6%
120
0.1%
4.5
107
0.6%
34
<0.1%
3.700000047683716
101
0.6%
44
<0.1%
1.2999999523162842
98
0.6%
90
<0.1%
2.0
96
0.5%
107
<0.1%
3.5999999046325684
93
0.5%
58
<0.1%
SMALLEST VALUES
0.0
13,564
77.2%
113,312
95.5%
0.20000000298023224
221
1.3%
178
0.1%
0.30000001192092896
132
0.8%
364
0.3%
0.4000000059604645
215
1.2%
253
0.2%
0.5
76
0.4%
454
0.4%
0.6000000238418579
146
0.8%
241
0.2%
0.699999988079071
139
0.8%
368
0.3%
0.800000011920929
122
0.7%
203
0.2%
0.8999999761581421
120
0.7%
223
0.2%
1.0
67
0.4%
296
0.2%
1.100000023841858
79
0.4%
77
<0.1%
1.2000000476837158
23
0.1%
96
<0.1%
1.2999999523162842
98
0.6%
90
<0.1%
1.399999976158142
79
0.4%
60
<0.1%
1.5
62
0.4%
56
<0.1%
LARGEST VALUES
15.5
1
<0.1%
0
0.0%
15.300000190734863
1
<0.1%
0
0.0%
15.100000381469727
1
<0.1%
18
<0.1%
15.0
3
<0.1%
36
<0.1%
14.800000190734863
3
<0.1%
1
<0.1%
14.600000381469727
2
<0.1%
2
<0.1%
14.5
1
<0.1%
0
0.0%
14.399999618530273
2
<0.1%
0
0.0%
14.300000190734863
1
<0.1%
1
<0.1%
14.199999809265137
2
<0.1%
1
<0.1%
14.0
1
<0.1%
0
0.0%
13.800000190734863
7
<0.1%
1
<0.1%
13.699999809265137
3
<0.1%
0
0.0%
13.300000190734863
3
<0.1%
2
<0.1%
13.199999809265137
1
<0.1%
0
0.0%
fresh_snow_3h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_6h:cm
0.85
fresh_snow_1h:cm
0.79
fresh_snow_12h:cm
0.64
fresh_snow_24h:cm
0.52
visibility:m
-0.20
precip_5min:mm
0.19
snow_water:kgm2
0.17
wind_speed_u_10m:ms
0.16
effective_cloud_cover:p
0.13
pressure_100m:hPa
-0.13
pressure_50m:hPa
-0.12
sfc_pressure:hPa
-0.12
msl_pressure:hPa
-0.12
t_1000hPa:K
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.46
snow_density:kgm3
0.12
is_day:idx
0.08
is_in_shadow:idx
0.08
dew_or_rime:idx
0.04
super_cooled_liquid_water:kgm2
0.03
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
16,220
92.3%
117,374
98.9%
0.5
141
0.8%
128
0.1%
0.20000000298023224
131
0.7%
84
<0.1%
0.30000001192092896
130
0.7%
122
0.1%
0.8999999761581421
101
0.6%
49
<0.1%
0.4000000059604645
96
0.5%
104
<0.1%
0.6000000238418579
79
0.4%
86
<0.1%
0.800000011920929
68
0.4%
75
<0.1%
0.699999988079071
58
0.3%
80
<0.1%
1.100000023841858
53
0.3%
60
<0.1%
1.0
52
0.3%
68
<0.1%
1.7000000476837158
51
0.3%
26
<0.1%
1.600000023841858
48
0.3%
21
<0.1%
2.299999952316284
37
0.2%
13
<0.1%
1.2000000476837158
34
0.2%
51
<0.1%
SMALLEST VALUES
0.0
16,220
92.3%
117,374
98.9%
0.20000000298023224
131
0.7%
84
<0.1%
0.30000001192092896
130
0.7%
122
0.1%
0.4000000059604645
96
0.5%
104
<0.1%
0.5
141
0.8%
128
0.1%
0.6000000238418579
79
0.4%
86
<0.1%
0.699999988079071
58
0.3%
80
<0.1%
0.800000011920929
68
0.4%
75
<0.1%
0.8999999761581421
101
0.6%
49
<0.1%
1.0
52
0.3%
68
<0.1%
1.100000023841858
53
0.3%
60
<0.1%
1.2000000476837158
34
0.2%
51
<0.1%
1.2999999523162842
31
0.2%
35
<0.1%
1.399999976158142
20
0.1%
22
<0.1%
1.5
22
0.1%
29
<0.1%
LARGEST VALUES
5.199999809265137
1
<0.1%
0
0.0%
4.900000095367432
4
<0.1%
3
<0.1%
4.800000190734863
2
<0.1%
6
<0.1%
4.699999809265137
7
<0.1%
2
<0.1%
4.599999904632568
4
<0.1%
2
<0.1%
4.5
1
<0.1%
2
<0.1%
4.400000095367432
3
<0.1%
0
0.0%
4.199999809265137
3
<0.1%
8
<0.1%
3.9000000953674316
4
<0.1%
5
<0.1%
3.799999952316284
8
<0.1%
0
0.0%
3.5999999046325684
5
<0.1%
3
<0.1%
3.5
8
<0.1%
5
<0.1%
3.4000000953674316
5
<0.1%
4
<0.1%
2.799999952316284
7
<0.1%
7
<0.1%
2.700000047683716
13
<0.1%
5
<0.1%
fresh_snow_6h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_3h:cm
0.85
fresh_snow_12h:cm
0.82
fresh_snow_24h:cm
0.66
fresh_snow_1h:cm
0.61
wind_speed_u_10m:ms
0.19
visibility:m
-0.18
pressure_100m:hPa
-0.14
pressure_50m:hPa
-0.14
sfc_pressure:hPa
-0.14
msl_pressure:hPa
-0.14
effective_cloud_cover:p
0.14
t_1000hPa:K
-0.13
snow_depth:cm
0.12
precip_5min:mm
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.32
snow_density:kgm3
0.13
is_day:idx
0.07
is_in_shadow:idx
0.06
dew_or_rime:idx
0.05
super_cooled_liquid_water:kgm2
0.04
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
15,621
88.9%
116,726
98.4%
0.20000000298023224
171
1.0%
101
<0.1%
0.5
146
0.8%
176
0.1%
0.4000000059604645
135
0.8%
124
0.1%
0.30000001192092896
127
0.7%
157
0.1%
0.6000000238418579
108
0.6%
99
<0.1%
0.8999999761581421
91
0.5%
69
<0.1%
0.699999988079071
90
0.5%
109
<0.1%
1.100000023841858
72
0.4%
62
<0.1%
0.800000011920929
72
0.4%
86
<0.1%
1.0
70
0.4%
90
<0.1%
1.600000023841858
65
0.4%
31
<0.1%
2.0
62
0.4%
38
<0.1%
1.7000000476837158
51
0.3%
37
<0.1%
2.5
51
0.3%
28
<0.1%
SMALLEST VALUES
0.0
15,621
88.9%
116,726
98.4%
0.20000000298023224
171
1.0%
101
<0.1%
0.30000001192092896
127
0.7%
157
0.1%
0.4000000059604645
135
0.8%
124
0.1%
0.5
146
0.8%
176
0.1%
0.6000000238418579
108
0.6%
99
<0.1%
0.699999988079071
90
0.5%
109
<0.1%
0.800000011920929
72
0.4%
86
<0.1%
0.8999999761581421
91
0.5%
69
<0.1%
1.0
70
0.4%
90
<0.1%
1.100000023841858
72
0.4%
62
<0.1%
1.2000000476837158
29
0.2%
56
<0.1%
1.2999999523162842
51
0.3%
41
<0.1%
1.399999976158142
46
0.3%
34
<0.1%
1.5
33
0.2%
42
<0.1%
LARGEST VALUES
7.900000095367432
2
<0.1%
1
<0.1%
7.400000095367432
10
<0.1%
4
<0.1%
6.800000190734863
2
<0.1%
6
<0.1%
6.699999809265137
4
<0.1%
2
<0.1%
6.5
4
<0.1%
2
<0.1%
6.099999904632568
3
<0.1%
2
<0.1%
5.800000190734863
1
<0.1%
5
<0.1%
5.599999904632568
2
<0.1%
2
<0.1%
5.5
5
<0.1%
7
<0.1%
5.400000095367432
1
<0.1%
3
<0.1%
5.300000190734863
4
<0.1%
5
<0.1%
5.099999904632568
6
<0.1%
1
<0.1%
4.800000190734863
8
<0.1%
11
<0.1%
4.699999809265137
21
0.1%
9
<0.1%
4.599999904632568
13
<0.1%
5
<0.1%
is_day:idx
MISSING:
---
---
TOP CATEGORIES
0.0
11,438
65%
56,796
48%
1.0
6,138
35%
61,873
52%
ALL
17,576
100%
118,669
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_day:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
is_in_shadow:idx
0.78
dew_or_rime:idx
0.06
rain_water:kgm2
0.02
snow_density:kgm3
0.01
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00

THESE FEATURES
GIVE INFORMATION
ON is_day:idx:
is_in_shadow:idx
0.74
dew_or_rime:idx
0.02
rain_water:kgm2
0.00
snow_density:kgm3
0.00
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_day:idx
CORRELATION RATIO WITH...
sun_elevation:d
0.79
diffuse_rad:W
0.68
diffuse_rad_1h:J
0.68
clear_sky_rad:W
0.62
clear_sky_energy_1h:J
0.62
direct_rad_1h:J
0.45
direct_rad:W
0.44
relative_humidity_1000hPa:p
0.24
air_density_2m:kgm3
0.22
wind_speed_v_10m:ms
0.17
t_1000hPa:K
0.13
dew_point_2m:K
0.10
absolute_humidity_2m:gm3
0.09
fresh_snow_3h:cm
0.08
is_in_shadow:idx
MISSING:
---
---
TOP CATEGORIES
1.0
12,222
70%
60,717
51%
0.0
5,354
30%
57,952
49%
ALL
17,576
100%
118,669
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_in_shadow:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
is_day:idx
0.74
dew_or_rime:idx
0.07
rain_water:kgm2
0.02
snow_density:kgm3
0.01
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00

THESE FEATURES
GIVE INFORMATION
ON is_in_shadow:idx:
is_day:idx
0.78
dew_or_rime:idx
0.02
snow_density:kgm3
0.00
rain_water:kgm2
0.00
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
CORRELATION RATIO WITH...
sun_elevation:d
0.77
diffuse_rad:W
0.74
diffuse_rad_1h:J
0.73
clear_sky_rad:W
0.68
clear_sky_energy_1h:J
0.68
direct_rad:W
0.49
direct_rad_1h:J
0.49
relative_humidity_1000hPa:p
0.24
air_density_2m:kgm3
0.22
wind_speed_v_10m:ms
0.19
t_1000hPa:K
0.14
dew_point_2m:K
0.10
absolute_humidity_2m:gm3
0.10
msl_pressure:hPa
0.09
msl_pressure:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_50m:hPa
1.00
sfc_pressure:hPa
1.00
pressure_100m:hPa
1.00
air_density_2m:kgm3
0.48
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
relative_humidity_1000hPa:p
-0.24
snow_depth:cm
-0.19
fresh_snow_24h:cm
-0.18
direct_rad_1h:J
0.17
direct_rad:W
0.17
fresh_snow_12h:cm
-0.16
snow_water:kgm2
-0.16
fresh_snow_6h:cm
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.21
super_cooled_liquid_water:kgm2
0.11
is_in_shadow:idx
0.09
dew_or_rime:idx
0.08
precip_type_5min:idx
0.08
is_day:idx
0.08
rain_water:kgm2
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1008.4000244140625
84
0.5%
357
0.3%
1005.7000122070312
82
0.5%
314
0.3%
1007.9000244140625
74
0.4%
407
0.3%
1010.7999877929688
74
0.4%
396
0.3%
1008.5
73
0.4%
416
0.4%
1008.0999755859375
71
0.4%
407
0.3%
1008.2999877929688
70
0.4%
368
0.3%
1019.0
68
0.4%
392
0.3%
1008.9000244140625
67
0.4%
330
0.3%
1010.0
66
0.4%
420
0.4%
1010.0999755859375
65
0.4%
419
0.4%
1001.7000122070312
64
0.4%
257
0.2%
1009.7999877929688
64
0.4%
376
0.3%
1016.4000244140625
63
0.4%
404
0.3%
1011.0
63
0.4%
363
0.3%
SMALLEST VALUES
970.7000122070312
1
<0.1%
8
<0.1%
970.7999877929688
2
<0.1%
22
<0.1%
970.9000244140625
2
<0.1%
11
<0.1%
971.0
2
<0.1%
12
<0.1%
971.0999755859375
3
<0.1%
15
<0.1%
971.2000122070312
2
<0.1%
18
<0.1%
971.2999877929688
3
<0.1%
10
<0.1%
971.4000244140625
2
<0.1%
14
<0.1%
971.5
2
<0.1%
11
<0.1%
971.5999755859375
2
<0.1%
13
<0.1%
971.7000122070312
2
<0.1%
15
<0.1%
971.7999877929688
1
<0.1%
11
<0.1%
971.9000244140625
2
<0.1%
10
<0.1%
972.0
1
<0.1%
8
<0.1%
972.0999755859375
1
<0.1%
9
<0.1%
LARGEST VALUES
1041.199951171875
13
<0.1%
7
<0.1%
1041.0999755859375
6
<0.1%
5
<0.1%
1041.0
16
<0.1%
6
<0.1%
1040.9000244140625
11
<0.1%
4
<0.1%
1040.800048828125
10
<0.1%
4
<0.1%
1040.699951171875
7
<0.1%
3
<0.1%
1040.5999755859375
7
<0.1%
4
<0.1%
1040.5
5
<0.1%
15
<0.1%
1040.4000244140625
7
<0.1%
15
<0.1%
1040.300048828125
6
<0.1%
9
<0.1%
1040.199951171875
6
<0.1%
16
<0.1%
1040.0999755859375
7
<0.1%
5
<0.1%
1040.0
6
<0.1%
4
<0.1%
1039.9000244140625
8
<0.1%
3
<0.1%
1039.800048828125
11
<0.1%
4
<0.1%
precip_5min:mm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snow_water:kgm2
0.54
visibility:m
-0.27
fresh_snow_1h:cm
0.26
wind_speed_u_10m:ms
0.22
fresh_snow_3h:cm
0.19
absolute_humidity_2m:gm3
0.18
wind_speed_10m:ms
0.16
dew_point_2m:K
0.16
effective_cloud_cover:p
0.16
relative_humidity_1000hPa:p
0.14
ceiling_height_agl:m
-0.13
air_density_2m:kgm3
-0.13
total_cloud_cover:p
0.13
fresh_snow_6h:cm
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.89
rain_water:kgm2
0.54
super_cooled_liquid_water:kgm2
0.24
dew_or_rime:idx
0.08
is_in_shadow:idx
0.04
is_day:idx
0.03
snow_density:kgm3
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
16,799
95.6%
110,486
93.1%
0.05999999865889549
163
0.9%
504
0.4%
0.07000000029802322
119
0.7%
466
0.4%
0.07999999821186066
95
0.5%
389
0.3%
0.05000000074505806
87
0.5%
532
0.4%
0.09000000357627869
73
0.4%
287
0.2%
0.10000000149011612
50
0.3%
292
0.2%
0.10999999940395355
32
0.2%
204
0.2%
0.11999999731779099
32
0.2%
178
0.1%
0.12999999523162842
29
0.2%
157
0.1%
0.15000000596046448
20
0.1%
140
0.1%
0.17000000178813934
12
<0.1%
112
<0.1%
0.20999999344348907
12
<0.1%
90
<0.1%
0.1599999964237213
12
<0.1%
130
0.1%
0.23999999463558197
8
<0.1%
62
<0.1%
SMALLEST VALUES
0.0
16,799
95.6%
110,486
93.1%
0.05000000074505806
87
0.5%
532
0.4%
0.05999999865889549
163
0.9%
504
0.4%
0.07000000029802322
119
0.7%
466
0.4%
0.07999999821186066
95
0.5%
389
0.3%
0.09000000357627869
73
0.4%
287
0.2%
0.10000000149011612
50
0.3%
292
0.2%
0.10999999940395355
32
0.2%
204
0.2%
0.11999999731779099
32
0.2%
178
0.1%
0.12999999523162842
29
0.2%
157
0.1%
0.14000000059604645
5
<0.1%
165
0.1%
0.15000000596046448
20
0.1%
140
0.1%
0.1599999964237213
12
<0.1%
130
0.1%
0.17000000178813934
12
<0.1%
112
<0.1%
0.18000000715255737
4
<0.1%
100
<0.1%
LARGEST VALUES
0.3499999940395355
4
<0.1%
36
<0.1%
0.2800000011920929
4
<0.1%
85
<0.1%
0.27000001072883606
4
<0.1%
25
<0.1%
0.23999999463558197
8
<0.1%
62
<0.1%
0.23000000417232513
4
<0.1%
80
<0.1%
0.20999999344348907
12
<0.1%
90
<0.1%
0.20000000298023224
4
<0.1%
99
<0.1%
0.1899999976158142
4
<0.1%
56
<0.1%
0.18000000715255737
4
<0.1%
100
<0.1%
0.17000000178813934
12
<0.1%
112
<0.1%
0.1599999964237213
12
<0.1%
130
0.1%
0.15000000596046448
20
0.1%
140
0.1%
0.14000000059604645
5
<0.1%
165
0.1%
0.12999999523162842
29
0.2%
157
0.1%
0.11999999731779099
32
0.2%
178
0.1%
precip_type_5min:idx
MISSING:
---
---
TOP CATEGORIES
0.0
16,799
96%
110,486
93%
1.0
426
2%
6,564
6%
3.0
207
1%
974
<1%
2.0
144
<1%
636
<1%
4.0
0
0%
4
<1%
5.0
0
0%
3
<1%
6.0
0
0%
2
<1%
ALL
17,576
100%
118,669
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
precip_type_5min:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
rain_water:kgm2
0.30
super_cooled_liquid_water:kgm2
0.04
dew_or_rime:idx
0.01
snow_density:kgm3
0.01
is_in_shadow:idx
0.00
is_day:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON precip_type_5min:idx:
rain_water:kgm2
0.17
super_cooled_liquid_water:kgm2
0.11
dew_or_rime:idx
0.01
snow_density:kgm3
0.01
is_in_shadow:idx
0.00
is_day:idx
0.00
elevation:m
-0.00
snow_drift:idx
-0.00
wind_speed_w_1000hPa:ms
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
CORRELATION RATIO WITH...
precip_5min:mm
0.89
fresh_snow_1h:cm
0.60
snow_water:kgm2
0.51
fresh_snow_3h:cm
0.46
fresh_snow_6h:cm
0.32
visibility:m
0.30
wind_speed_u_10m:ms
0.23
fresh_snow_12h:cm
0.23
absolute_humidity_2m:gm3
0.22
fresh_snow_24h:cm
0.21
dew_point_2m:K
0.19
wind_speed_10m:ms
0.18
effective_cloud_cover:p
0.18
t_1000hPa:K
0.15
pressure_100m:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_50m:hPa
1.00
msl_pressure:hPa
1.00
sfc_pressure:hPa
1.00
air_density_2m:kgm3
0.47
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
relative_humidity_1000hPa:p
-0.24
snow_depth:cm
-0.19
fresh_snow_24h:cm
-0.18
direct_rad_1h:J
0.17
direct_rad:W
0.17
fresh_snow_12h:cm
-0.16
snow_water:kgm2
-0.16
fresh_snow_6h:cm
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.22
super_cooled_liquid_water:kgm2
0.11
dew_or_rime:idx
0.09
is_in_shadow:idx
0.08
precip_type_5min:idx
0.08
is_day:idx
0.07
rain_water:kgm2
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
995.2000122070312
82
0.5%
391
0.3%
994.7000122070312
77
0.4%
380
0.3%
1002.0
73
0.4%
402
0.3%
995.4000244140625
71
0.4%
376
0.3%
996.7999877929688
69
0.4%
338
0.3%
995.2999877929688
69
0.4%
352
0.3%
995.0999755859375
68
0.4%
350
0.3%
992.5999755859375
66
0.4%
301
0.3%
997.2999877929688
65
0.4%
394
0.3%
992.7000122070312
65
0.4%
289
0.2%
997.9000244140625
64
0.4%
413
0.3%
1002.7000122070312
63
0.4%
402
0.3%
994.7999877929688
63
0.4%
400
0.3%
995.0
63
0.4%
349
0.3%
1002.9000244140625
63
0.4%
414
0.3%
SMALLEST VALUES
958.2999877929688
1
<0.1%
17
<0.1%
958.4000244140625
2
<0.1%
14
<0.1%
958.5
2
<0.1%
15
<0.1%
958.5999755859375
2
<0.1%
16
<0.1%
958.7000122070312
2
<0.1%
16
<0.1%
958.7999877929688
3
<0.1%
10
<0.1%
958.9000244140625
3
<0.1%
12
<0.1%
959.0
2
<0.1%
14
<0.1%
959.0999755859375
1
<0.1%
17
<0.1%
959.2000122070312
3
<0.1%
9
<0.1%
959.2999877929688
2
<0.1%
12
<0.1%
959.4000244140625
2
<0.1%
6
<0.1%
959.5
1
<0.1%
7
<0.1%
959.5999755859375
2
<0.1%
10
<0.1%
959.7999877929688
2
<0.1%
8
<0.1%
LARGEST VALUES
1028.0999755859375
2
<0.1%
0
0.0%
1028.0
2
<0.1%
2
<0.1%
1027.9000244140625
4
<0.1%
0
0.0%
1027.800048828125
11
<0.1%
2
<0.1%
1027.699951171875
21
0.1%
1
<0.1%
1027.5999755859375
8
<0.1%
1
<0.1%
1027.5
3
<0.1%
5
<0.1%
1027.4000244140625
8
<0.1%
5
<0.1%
1027.300048828125
11
<0.1%
13
<0.1%
1027.199951171875
10
<0.1%
7
<0.1%
1027.0999755859375
6
<0.1%
10
<0.1%
1027.0
5
<0.1%
4
<0.1%
1026.9000244140625
7
<0.1%
4
<0.1%
1026.800048828125
13
<0.1%
10
<0.1%
1026.699951171875
8
<0.1%
12
<0.1%
pressure_50m:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sfc_pressure:hPa
1.00
pressure_100m:hPa
1.00
msl_pressure:hPa
1.00
air_density_2m:kgm3
0.48
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
relative_humidity_1000hPa:p
-0.24
snow_depth:cm
-0.19
fresh_snow_24h:cm
-0.18
direct_rad_1h:J
0.17
direct_rad:W
0.17
fresh_snow_12h:cm
-0.16
snow_water:kgm2
-0.16
fresh_snow_6h:cm
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.22
super_cooled_liquid_water:kgm2
0.11
dew_or_rime:idx
0.09
precip_type_5min:idx
0.08
is_in_shadow:idx
0.08
is_day:idx
0.07
rain_water:kgm2
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1001.0999755859375
80
0.5%
365
0.3%
1001.4000244140625
79
0.4%
403
0.3%
1001.0
79
0.4%
423
0.4%
1003.5
78
0.4%
425
0.4%
998.7999877929688
77
0.4%
321
0.3%
1009.2999877929688
71
0.4%
467
0.4%
1001.2999877929688
70
0.4%
368
0.3%
1001.5999755859375
69
0.4%
384
0.3%
1001.5
69
0.4%
380
0.3%
994.7000122070312
67
0.4%
330
0.3%
1009.0999755859375
65
0.4%
396
0.3%
1003.9000244140625
65
0.4%
372
0.3%
1004.0
64
0.4%
357
0.3%
998.9000244140625
64
0.4%
310
0.3%
1009.2000122070312
63
0.4%
436
0.4%
SMALLEST VALUES
964.2000122070312
1
<0.1%
16
<0.1%
964.2999877929688
2
<0.1%
14
<0.1%
964.4000244140625
1
<0.1%
15
<0.1%
964.5
2
<0.1%
15
<0.1%
964.5999755859375
3
<0.1%
16
<0.1%
964.7000122070312
2
<0.1%
13
<0.1%
964.7999877929688
3
<0.1%
10
<0.1%
964.9000244140625
2
<0.1%
12
<0.1%
965.0
2
<0.1%
17
<0.1%
965.0999755859375
2
<0.1%
11
<0.1%
965.2000122070312
3
<0.1%
10
<0.1%
965.2999877929688
1
<0.1%
9
<0.1%
965.4000244140625
2
<0.1%
6
<0.1%
965.5
1
<0.1%
10
<0.1%
965.5999755859375
1
<0.1%
8
<0.1%
LARGEST VALUES
1034.5
2
<0.1%
2
<0.1%
1034.4000244140625
2
<0.1%
1
<0.1%
1034.300048828125
3
<0.1%
1
<0.1%
1034.199951171875
9
<0.1%
4
<0.1%
1034.0999755859375
17
<0.1%
5
<0.1%
1034.0
11
<0.1%
5
<0.1%
1033.9000244140625
5
<0.1%
12
<0.1%
1033.800048828125
2
<0.1%
6
<0.1%
1033.699951171875
6
<0.1%
10
<0.1%
1033.5999755859375
8
<0.1%
4
<0.1%
1033.5
7
<0.1%
11
<0.1%
1033.4000244140625
9
<0.1%
22
<0.1%
1033.300048828125
6
<0.1%
7
<0.1%
1033.199951171875
6
<0.1%
17
<0.1%
1033.0999755859375
6
<0.1%
4
<0.1%
prob_rime:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_10m:ms
-0.13
relative_humidity_1000hPa:p
0.08
effective_cloud_cover:p
-0.07
diffuse_rad_1h:J
-0.06
diffuse_rad:W
-0.06
snow_depth:cm
0.05
clear_sky_energy_1h:J
-0.05
clear_sky_rad:W
-0.05
total_cloud_cover:p
-0.05
ceiling_height_agl:m
0.05
snow_water:kgm2
-0.05
sun_elevation:d
-0.04
visibility:m
-0.04
direct_rad_1h:J
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.70
is_day:idx
0.07
is_in_shadow:idx
0.07
super_cooled_liquid_water:kgm2
0.05
snow_density:kgm3
0.04
precip_type_5min:idx
0.02
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
17,050
97.0%
117,196
98.8%
2.5999999046325684
9
<0.1%
8
<0.1%
3.700000047683716
7
<0.1%
2
<0.1%
3.0
7
<0.1%
9
<0.1%
1.2999999523162842
7
<0.1%
14
<0.1%
2.9000000953674316
6
<0.1%
11
<0.1%
2.4000000953674316
6
<0.1%
6
<0.1%
0.699999988079071
6
<0.1%
14
<0.1%
7.900000095367432
6
<0.1%
2
<0.1%
7.300000190734863
6
<0.1%
2
<0.1%
2.700000047683716
5
<0.1%
7
<0.1%
1.7000000476837158
5
<0.1%
6
<0.1%
5.0
5
<0.1%
5
<0.1%
14.600000381469727
4
<0.1%
4
<0.1%
0.30000001192092896
4
<0.1%
22
<0.1%
SMALLEST VALUES
0.0
17,050
97.0%
117,196
98.8%
0.10000000149011612
3
<0.1%
42
<0.1%
0.20000000298023224
1
<0.1%
30
<0.1%
0.30000001192092896
4
<0.1%
22
<0.1%
0.4000000059604645
3
<0.1%
29
<0.1%
0.5
3
<0.1%
11
<0.1%
0.6000000238418579
1
<0.1%
15
<0.1%
0.699999988079071
6
<0.1%
14
<0.1%
0.800000011920929
3
<0.1%
15
<0.1%
0.8999999761581421
2
<0.1%
17
<0.1%
1.0
2
<0.1%
12
<0.1%
1.100000023841858
2
<0.1%
17
<0.1%
1.2000000476837158
3
<0.1%
12
<0.1%
1.2999999523162842
7
<0.1%
14
<0.1%
1.399999976158142
4
<0.1%
19
<0.1%
LARGEST VALUES
95.30000305175781
1
<0.1%
0
0.0%
94.80000305175781
1
<0.1%
0
0.0%
93.4000015258789
1
<0.1%
0
0.0%
93.0
2
<0.1%
0
0.0%
92.5
1
<0.1%
0
0.0%
90.69999694824219
1
<0.1%
0
0.0%
90.0
1
<0.1%
0
0.0%
88.5
1
<0.1%
0
0.0%
87.69999694824219
1
<0.1%
0
0.0%
86.19999694824219
1
<0.1%
0
0.0%
85.69999694824219
1
<0.1%
0
0.0%
82.4000015258789
1
<0.1%
0
0.0%
81.30000305175781
1
<0.1%
1
<0.1%
77.30000305175781
1
<0.1%
0
0.0%
76.80000305175781
1
<0.1%
1
<0.1%
rain_water:kgm2
MISSING:
---
---
TOP CATEGORIES
0.0
17,144
98%
108,763
92%
0.10000000149011612
356
2%
7,231
6%
0.20000000298023224
39
<1%
1,827
2%
0.30000001192092896
29
<1%
472
<1%
0.4000000059604645
8
<1%
207
<1%
0.5
0
0%
91
<1%
0.6000000238418579
0
0%
42
<1%
0.699999988079071
0
0%
17
<1%
1.0
0
0%
7
<1%
0.800000011920929
0
0%
6
<1%
0.8999999761581421
0
0%
3
<1%
1.2000000476837158
0
0%
2
<1%
1.399999976158142
0
0%
1
<1%
ALL
17,576
100%
118,669
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
rain_water:kgm2
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
precip_type_5min:idx
0.17
super_cooled_liquid_water:kgm2
0.04
dew_or_rime:idx
0.02
is_day:idx
0.00
is_in_shadow:idx
0.00
snow_density:kgm3
0.00

THESE FEATURES
GIVE INFORMATION
ON rain_water:kgm2:
precip_type_5min:idx
0.30
super_cooled_liquid_water:kgm2
0.21
dew_or_rime:idx
0.04
is_day:idx
0.02
is_in_shadow:idx
0.02
snow_density:kgm3
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_water:kgm2
CORRELATION RATIO WITH...
precip_5min:mm
0.54
snow_water:kgm2
0.44
absolute_humidity_2m:gm3
0.26
visibility:m
0.24
dew_point_2m:K
0.22
t_1000hPa:K
0.20
air_density_2m:kgm3
0.17
effective_cloud_cover:p
0.14
total_cloud_cover:p
0.12
relative_humidity_1000hPa:p
0.10
wind_speed_u_10m:ms
0.07
sun_elevation:d
0.06
diffuse_rad:W
0.06
diffuse_rad_1h:J
0.06
relative_humidity_1000hPa:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
visibility:m
-0.57
direct_rad_1h:J
-0.43
direct_rad:W
-0.40
clear_sky_energy_1h:J
-0.34
ceiling_height_agl:m
-0.32
clear_sky_rad:W
-0.32
wind_speed_u_10m:ms
0.32
cloud_base_agl:m
-0.29
diffuse_rad_1h:J
-0.29
diffuse_rad:W
-0.27
effective_cloud_cover:p
0.27
sun_elevation:d
-0.26
total_cloud_cover:p
0.26
absolute_humidity_2m:gm3
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.24
is_day:idx
0.24
super_cooled_liquid_water:kgm2
0.19
dew_or_rime:idx
0.16
precip_type_5min:idx
0.14
rain_water:kgm2
0.10
snow_density:kgm3
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
77.5
69
0.4%
291
0.2%
77.5999984741211
67
0.4%
280
0.2%
80.19999694824219
67
0.4%
312
0.3%
78.9000015258789
65
0.4%
304
0.3%
78.69999694824219
65
0.4%
319
0.3%
82.80000305175781
65
0.4%
363
0.3%
85.5999984741211
64
0.4%
363
0.3%
76.9000015258789
64
0.4%
298
0.3%
78.5999984741211
62
0.4%
340
0.3%
78.80000305175781
61
0.3%
302
0.3%
80.0999984741211
61
0.3%
379
0.3%
81.19999694824219
61
0.3%
365
0.3%
80.5
60
0.3%
368
0.3%
83.5999984741211
60
0.3%
345
0.3%
84.0
60
0.3%
364
0.3%
SMALLEST VALUES
21.5
1
<0.1%
0
0.0%
21.600000381469727
1
<0.1%
0
0.0%
21.700000762939453
2
<0.1%
0
0.0%
21.799999237060547
1
<0.1%
0
0.0%
22.200000762939453
2
<0.1%
0
0.0%
22.5
2
<0.1%
0
0.0%
22.799999237060547
1
<0.1%
2
<0.1%
22.899999618530273
2
<0.1%
1
<0.1%
23.100000381469727
1
<0.1%
2
<0.1%
23.299999237060547
2
<0.1%
0
0.0%
23.399999618530273
1
<0.1%
2
<0.1%
23.600000381469727
2
<0.1%
2
<0.1%
24.0
2
<0.1%
0
0.0%
24.100000381469727
3
<0.1%
2
<0.1%
24.299999237060547
2
<0.1%
2
<0.1%
LARGEST VALUES
100.0
6
<0.1%
25
<0.1%
99.80000305175781
1
<0.1%
4
<0.1%
99.5999984741211
1
<0.1%
13
<0.1%
99.30000305175781
3
<0.1%
13
<0.1%
99.19999694824219
4
<0.1%
14
<0.1%
99.0999984741211
5
<0.1%
9
<0.1%
99.0
1
<0.1%
13
<0.1%
98.80000305175781
7
<0.1%
10
<0.1%
98.5999984741211
2
<0.1%
13
<0.1%
98.4000015258789
2
<0.1%
21
<0.1%
98.30000305175781
1
<0.1%
15
<0.1%
98.19999694824219
2
<0.1%
19
<0.1%
98.0999984741211
1
<0.1%
15
<0.1%
98.0
3
<0.1%
23
<0.1%
97.9000015258789
1
<0.1%
27
<0.1%
sfc_pressure:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_50m:hPa
1.00
msl_pressure:hPa
1.00
pressure_100m:hPa
1.00
air_density_2m:kgm3
0.48
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
relative_humidity_1000hPa:p
-0.23
snow_depth:cm
-0.19
fresh_snow_24h:cm
-0.18
direct_rad_1h:J
0.17
direct_rad:W
0.17
fresh_snow_12h:cm
-0.16
snow_water:kgm2
-0.16
wind_speed_10m:ms
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.21
super_cooled_liquid_water:kgm2
0.11
dew_or_rime:idx
0.08
precip_type_5min:idx
0.08
is_in_shadow:idx
0.08
is_day:idx
0.07
rain_water:kgm2
0.06
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1007.5
84
0.5%
432
0.4%
1007.5999755859375
82
0.5%
404
0.3%
1015.5
76
0.4%
458
0.4%
1007.2999877929688
75
0.4%
419
0.4%
1010.0999755859375
75
0.4%
368
0.3%
1007.7000122070312
70
0.4%
374
0.3%
1015.7999877929688
70
0.4%
382
0.3%
1015.5999755859375
70
0.4%
405
0.3%
1008.0
68
0.4%
397
0.3%
1007.4000244140625
67
0.4%
432
0.4%
1009.7000122070312
67
0.4%
423
0.4%
1001.0999755859375
66
0.4%
255
0.2%
1009.0999755859375
66
0.4%
391
0.3%
1018.9000244140625
64
0.4%
313
0.3%
999.7000122070312
64
0.4%
323
0.3%
SMALLEST VALUES
970.0999755859375
1
<0.1%
13
<0.1%
970.2000122070312
1
<0.1%
17
<0.1%
970.2999877929688
2
<0.1%
10
<0.1%
970.4000244140625
2
<0.1%
15
<0.1%
970.5
2
<0.1%
19
<0.1%
970.5999755859375
3
<0.1%
10
<0.1%
970.7000122070312
2
<0.1%
16
<0.1%
970.7999877929688
2
<0.1%
8
<0.1%
970.9000244140625
2
<0.1%
13
<0.1%
971.0
3
<0.1%
17
<0.1%
971.0999755859375
1
<0.1%
10
<0.1%
971.2000122070312
3
<0.1%
10
<0.1%
971.2999877929688
1
<0.1%
7
<0.1%
971.4000244140625
1
<0.1%
9
<0.1%
971.5
2
<0.1%
8
<0.1%
LARGEST VALUES
1040.9000244140625
2
<0.1%
6
<0.1%
1040.800048828125
2
<0.1%
5
<0.1%
1040.699951171875
4
<0.1%
5
<0.1%
1040.5999755859375
12
<0.1%
7
<0.1%
1040.5
16
<0.1%
10
<0.1%
1040.4000244140625
5
<0.1%
4
<0.1%
1040.300048828125
5
<0.1%
14
<0.1%
1040.199951171875
3
<0.1%
20
<0.1%
1040.0999755859375
3
<0.1%
13
<0.1%
1040.0
5
<0.1%
15
<0.1%
1039.9000244140625
7
<0.1%
7
<0.1%
1039.800048828125
5
<0.1%
4
<0.1%
1039.699951171875
8
<0.1%
5
<0.1%
1039.5999755859375
8
<0.1%
4
<0.1%
1039.5
6
<0.1%
5
<0.1%
snow_density:kgm3
MISSING:
15,769
(90%)
115,945
(98%)
TOP CATEGORIES
250.0
1,807
100%
2,724
100%
ALL
1,807
100%
2,724
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
snow_density:kgm3
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
dew_or_rime:idx
0.01
precip_type_5min:idx
0.01
super_cooled_liquid_water:kgm2
0.01
rain_water:kgm2
0.00
is_in_shadow:idx
0.00
is_day:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON snow_density:kgm3:
super_cooled_liquid_water:kgm2
0.02
dew_or_rime:idx
0.01
precip_type_5min:idx
0.01
is_in_shadow:idx
0.01
is_day:idx
0.01
rain_water:kgm2
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
CORRELATION RATIO WITH...
snow_depth:cm
0.85
snow_melt_10min:mm
0.30
fresh_snow_24h:cm
0.25
pressure_100m:hPa
0.22
pressure_50m:hPa
0.22
msl_pressure:hPa
0.21
sfc_pressure:hPa
0.21
absolute_humidity_2m:gm3
0.21
dew_point_2m:K
0.19
fresh_snow_12h:cm
0.18
t_1000hPa:K
0.17
fresh_snow_6h:cm
0.13
fresh_snow_3h:cm
0.12
wind_speed_v_10m:ms
0.11
snow_depth:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_24h:cm
0.23
pressure_100m:hPa
-0.19
pressure_50m:hPa
-0.19
msl_pressure:hPa
-0.19
sfc_pressure:hPa
-0.19
snow_melt_10min:mm
0.19
absolute_humidity_2m:gm3
-0.17
dew_point_2m:K
-0.16
t_1000hPa:K
-0.15
fresh_snow_12h:cm
0.15
fresh_snow_6h:cm
0.12
fresh_snow_3h:cm
0.10
wind_speed_u_10m:ms
0.09
fresh_snow_1h:cm
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.85
super_cooled_liquid_water:kgm2
0.09
dew_or_rime:idx
0.08
precip_type_5min:idx
0.06
is_in_shadow:idx
0.05
is_day:idx
0.04
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
15,769
89.7%
115,945
97.7%
1.2999999523162842
153
0.9%
47
<0.1%
1.399999976158142
150
0.9%
25
<0.1%
1.600000023841858
143
0.8%
45
<0.1%
3.299999952316284
135
0.8%
13
<0.1%
0.8999999761581421
109
0.6%
64
<0.1%
3.9000000953674316
99
0.6%
22
<0.1%
1.100000023841858
98
0.6%
66
<0.1%
0.800000011920929
67
0.4%
53
<0.1%
1.0
63
0.4%
87
<0.1%
1.5
54
0.3%
38
<0.1%
3.700000047683716
53
0.3%
1
<0.1%
0.6000000238418579
51
0.3%
107
<0.1%
2.5999999046325684
45
0.3%
35
<0.1%
3.5
41
0.2%
25
<0.1%
SMALLEST VALUES
0.0
15,769
89.7%
115,945
97.7%
0.10000000149011612
27
0.2%
7
<0.1%
0.20000000298023224
4
<0.1%
85
<0.1%
0.30000001192092896
4
<0.1%
82
<0.1%
0.4000000059604645
3
<0.1%
57
<0.1%
0.5
24
0.1%
53
<0.1%
0.6000000238418579
51
0.3%
107
<0.1%
0.699999988079071
29
0.2%
47
<0.1%
0.800000011920929
67
0.4%
53
<0.1%
0.8999999761581421
109
0.6%
64
<0.1%
1.0
63
0.4%
87
<0.1%
1.100000023841858
98
0.6%
66
<0.1%
1.2000000476837158
30
0.2%
76
<0.1%
1.2999999523162842
153
0.9%
47
<0.1%
1.399999976158142
150
0.9%
25
<0.1%
LARGEST VALUES
4.900000095367432
12
<0.1%
2
<0.1%
4.800000190734863
17
<0.1%
25
<0.1%
4.699999809265137
10
<0.1%
1
<0.1%
4.599999904632568
12
<0.1%
45
<0.1%
4.5
8
<0.1%
24
<0.1%
4.400000095367432
5
<0.1%
47
<0.1%
4.300000190734863
3
<0.1%
48
<0.1%
4.199999809265137
3
<0.1%
1
<0.1%
4.099999904632568
3
<0.1%
1
<0.1%
4.0
11
<0.1%
1
<0.1%
3.9000000953674316
99
0.6%
22
<0.1%
3.799999952316284
33
0.2%
1
<0.1%
3.700000047683716
53
0.3%
1
<0.1%
3.5999999046325684
24
0.1%
44
<0.1%
3.5
41
0.2%
25
<0.1%
snow_drift:idx
MISSING:
---
---
TOP CATEGORIES
0.0
17,576
100%
118,669
100%
ALL
17,576
100%
118,669
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
snow_drift:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
wind_speed_w_1000hPa:ms
1.00
rain_water:kgm2
0.00
dew_or_rime:idx
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00
snow_density:kgm3
0.00
precip_type_5min:idx
-0.00
super_cooled_liquid_water:kgm2
-0.00

THESE FEATURES
GIVE INFORMATION
ON snow_drift:idx:
dew_or_rime:idx
1.00
elevation:m
1.00
is_day:idx
1.00
is_in_shadow:idx
1.00
precip_type_5min:idx
1.00
rain_water:kgm2
1.00
snow_density:kgm3
1.00
super_cooled_liquid_water:kgm2
1.00
wind_speed_w_1000hPa:ms
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_drift:idx
CORRELATION RATIO WITH...
absolute_humidity_2m:gm3
0.00
air_density_2m:kgm3
0.00
ceiling_height_agl:m
0.00
clear_sky_energy_1h:J
0.00
clear_sky_rad:W
0.00
cloud_base_agl:m
0.00
dew_point_2m:K
0.00
diffuse_rad:W
0.00
diffuse_rad_1h:J
0.00
direct_rad:W
0.00
direct_rad_1h:J
0.00
effective_cloud_cover:p
0.00
fresh_snow_12h:cm
0.00
fresh_snow_1h:cm
0.00
snow_melt_10min:mm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snow_depth:cm
0.19
air_density_2m:kgm3
-0.11
sfc_pressure:hPa
-0.10
pressure_50m:hPa
-0.10
msl_pressure:hPa
-0.10
pressure_100m:hPa
-0.10
diffuse_rad_1h:J
0.08
diffuse_rad:W
0.07
visibility:m
0.07
t_1000hPa:K
0.06
clear_sky_energy_1h:J
0.06
relative_humidity_1000hPa:p
-0.06
sun_elevation:d
0.06
clear_sky_rad:W
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.30
is_day:idx
0.05
is_in_shadow:idx
0.05
precip_type_5min:idx
0.02
super_cooled_liquid_water:kgm2
0.01
rain_water:kgm2
0.00
dew_or_rime:idx
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
-0.0
17,281
98.3%
118,479
99.8%
0.029999999329447746
84
0.5%
28
<0.1%
0.019999999552965164
63
0.4%
43
<0.1%
0.009999999776482582
61
0.3%
30
<0.1%
0.03999999910593033
30
0.2%
27
<0.1%
0.05000000074505806
30
0.2%
34
<0.1%
0.12999999523162842
7
<0.1%
0
0.0%
0.10999999940395355
6
<0.1%
4
<0.1%
0.11999999731779099
4
<0.1%
8
<0.1%
0.10000000149011612
3
<0.1%
2
<0.1%
0.07999999821186066
2
<0.1%
1
<0.1%
0.05999999865889549
2
<0.1%
9
<0.1%
0.14000000059604645
1
<0.1%
0
0.0%
0.09000000357627869
1
<0.1%
2
<0.1%
0.07000000029802322
1
<0.1%
2
<0.1%
SMALLEST VALUES
-0.0
17,281
98.3%
118,479
99.8%
0.009999999776482582
61
0.3%
30
<0.1%
0.019999999552965164
63
0.4%
43
<0.1%
0.029999999329447746
84
0.5%
28
<0.1%
0.03999999910593033
30
0.2%
27
<0.1%
0.05000000074505806
30
0.2%
34
<0.1%
0.05999999865889549
2
<0.1%
9
<0.1%
0.07000000029802322
1
<0.1%
2
<0.1%
0.07999999821186066
2
<0.1%
1
<0.1%
0.09000000357627869
1
<0.1%
2
<0.1%
0.10000000149011612
3
<0.1%
2
<0.1%
0.10999999940395355
6
<0.1%
4
<0.1%
0.11999999731779099
4
<0.1%
8
<0.1%
0.12999999523162842
7
<0.1%
0
0.0%
0.14000000059604645
1
<0.1%
0
0.0%
LARGEST VALUES
0.14000000059604645
1
<0.1%
0
0.0%
0.12999999523162842
7
<0.1%
0
0.0%
0.11999999731779099
4
<0.1%
8
<0.1%
0.10999999940395355
6
<0.1%
4
<0.1%
0.10000000149011612
3
<0.1%
2
<0.1%
0.09000000357627869
1
<0.1%
2
<0.1%
0.07999999821186066
2
<0.1%
1
<0.1%
0.07000000029802322
1
<0.1%
2
<0.1%
0.05999999865889549
2
<0.1%
9
<0.1%
0.05000000074505806
30
0.2%
34
<0.1%
0.03999999910593033
30
0.2%
27
<0.1%
0.029999999329447746
84
0.5%
28
<0.1%
0.019999999552965164
63
0.4%
43
<0.1%
0.009999999776482582
61
0.3%
30
<0.1%
-0.0
17,281
98.3%
118,479
99.8%
snow_water:kgm2
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
precip_5min:mm
0.54
visibility:m
-0.44
effective_cloud_cover:p
0.35
total_cloud_cover:p
0.29
air_density_2m:kgm3
-0.24
ceiling_height_agl:m
-0.22
absolute_humidity_2m:gm3
0.21
fresh_snow_1h:cm
0.21
dew_point_2m:K
0.20
fresh_snow_3h:cm
0.17
sfc_pressure:hPa
-0.16
msl_pressure:hPa
-0.16
pressure_50m:hPa
-0.16
pressure_100m:hPa
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.51
rain_water:kgm2
0.44
super_cooled_liquid_water:kgm2
0.41
dew_or_rime:idx
0.05
snow_density:kgm3
0.04
is_day:idx
0.01
is_in_shadow:idx
0.01
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.0
12,396
70.5%
82,760
69.7%
0.10000000149011612
2,563
14.6%
17,716
14.9%
0.20000000298023224
914
5.2%
6,254
5.3%
0.30000001192092896
603
3.4%
3,242
2.7%
0.4000000059604645
318
1.8%
2,127
1.8%
0.5
234
1.3%
1,469
1.2%
0.6000000238418579
141
0.8%
1,105
0.9%
0.699999988079071
127
0.7%
764
0.6%
0.800000011920929
77
0.4%
616
0.5%
0.8999999761581421
53
0.3%
483
0.4%
1.0
34
0.2%
390
0.3%
1.100000023841858
20
0.1%
323
0.3%
1.600000023841858
16
<0.1%
100
<0.1%
1.2999999523162842
16
<0.1%
201
0.2%
1.399999976158142
14
<0.1%
166
0.1%
SMALLEST VALUES
0.0
12,396
70.5%
82,760
69.7%
0.10000000149011612
2,563
14.6%
17,716
14.9%
0.20000000298023224
914
5.2%
6,254
5.3%
0.30000001192092896
603
3.4%
3,242
2.7%
0.4000000059604645
318
1.8%
2,127
1.8%
0.5
234
1.3%
1,469
1.2%
0.6000000238418579
141
0.8%
1,105
0.9%
0.699999988079071
127
0.7%
764
0.6%
0.800000011920929
77
0.4%
616
0.5%
0.8999999761581421
53
0.3%
483
0.4%
1.0
34
0.2%
390
0.3%
1.100000023841858
20
0.1%
323
0.3%
1.2000000476837158
13
<0.1%
272
0.2%
1.2999999523162842
16
<0.1%
201
0.2%
1.399999976158142
14
<0.1%
166
0.1%
LARGEST VALUES
3.200000047683716
1
<0.1%
9
<0.1%
2.700000047683716
1
<0.1%
26
<0.1%
2.5
1
<0.1%
21
<0.1%
2.0999999046325684
2
<0.1%
45
<0.1%
2.0
4
<0.1%
72
<0.1%
1.899999976158142
5
<0.1%
63
<0.1%
1.7999999523162842
11
<0.1%
66
<0.1%
1.7000000476837158
5
<0.1%
79
<0.1%
1.600000023841858
16
<0.1%
100
<0.1%
1.5
7
<0.1%
127
0.1%
1.399999976158142
14
<0.1%
166
0.1%
1.2999999523162842
16
<0.1%
201
0.2%
1.2000000476837158
13
<0.1%
272
0.2%
1.100000023841858
20
0.1%
323
0.3%
1.0
34
0.2%
390
0.3%
sun_azimuth:d
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
relative_humidity_1000hPa:p
-0.08
t_1000hPa:K
0.07
air_density_2m:kgm3
-0.06
ceiling_height_agl:m
0.05
wind_speed_v_10m:ms
-0.05
visibility:m
0.05
diffuse_rad_1h:J
0.04
clear_sky_energy_1h:J
0.04
dew_point_2m:K
0.03
absolute_humidity_2m:gm3
0.03
direct_rad_1h:J
0.03
fresh_snow_12h:cm
-0.03
cloud_base_agl:m
0.02
effective_cloud_cover:p
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.03
rain_water:kgm2
0.03
dew_or_rime:idx
0.03
super_cooled_liquid_water:kgm2
0.02
is_in_shadow:idx
0.00
is_day:idx
0.00
snow_density:kgm3
0.00
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
190.4929962158203
3
<0.1%
0
0.0%
106.85099792480469
3
<0.1%
0
0.0%
21.67300033569336
3
<0.1%
0
0.0%
251.85000610351562
3
<0.1%
0
0.0%
156.27699279785156
3
<0.1%
0
0.0%
202.58200073242188
3
<0.1%
0
0.0%
87.59200286865234
2
<0.1%
2
<0.1%
68.15799713134766
2
<0.1%
2
<0.1%
45.87099838256836
2
<0.1%
1
<0.1%
248.36000061035156
2
<0.1%
1
<0.1%
21.48200035095215
2
<0.1%
1
<0.1%
346.9119873046875
2
<0.1%
0
0.0%
296.0849914550781
2
<0.1%
0
0.0%
322.08099365234375
2
<0.1%
0
0.0%
106.6510009765625
2
<0.1%
1
<0.1%
SMALLEST VALUES
0.013000000268220901
1
<0.1%
0
0.0%
0.023000000044703484
1
<0.1%
0
0.0%
0.026000000536441803
1
<0.1%
3
<0.1%
0.04600000008940697
1
<0.1%
1
<0.1%
0.06499999761581421
1
<0.1%
0
0.0%
0.07199999690055847
1
<0.1%
0
0.0%
0.0820000022649765
1
<0.1%
1
<0.1%
0.10899999737739563
1
<0.1%
0
0.0%
0.11800000071525574
1
<0.1%
0
0.0%
0.12099999934434891
1
<0.1%
2
<0.1%
0.12200000137090683
1
<0.1%
0
0.0%
0.15800000727176666
1
<0.1%
0
0.0%
0.16200000047683716
1
<0.1%
0
0.0%
0.16300000250339508
1
<0.1%
0
0.0%
0.20499999821186066
1
<0.1%
0
0.0%
LARGEST VALUES
359.9909973144531
1
<0.1%
0
0.0%
359.9840087890625
1
<0.1%
1
<0.1%
359.97198486328125
1
<0.1%
1
<0.1%
359.96099853515625
1
<0.1%
1
<0.1%
359.9570007324219
1
<0.1%
0
0.0%
359.9460144042969
1
<0.1%
1
<0.1%
359.9360046386719
1
<0.1%
0
0.0%
359.9339904785156
1
<0.1%
2
<0.1%
359.9179992675781
1
<0.1%
0
0.0%
359.9150085449219
2
<0.1%
1
<0.1%
359.89898681640625
1
<0.1%
0
0.0%
359.89801025390625
1
<0.1%
0
0.0%
359.8869934082031
1
<0.1%
0
0.0%
359.885986328125
1
<0.1%
0
0.0%
359.8789978027344
1
<0.1%
0
0.0%
sun_elevation:d
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad_1h:J
0.72
diffuse_rad:W
0.72
clear_sky_rad:W
0.72
clear_sky_energy_1h:J
0.71
direct_rad_1h:J
0.53
direct_rad:W
0.53
relative_humidity_1000hPa:p
-0.26
air_density_2m:kgm3
-0.22
wind_speed_v_10m:ms
-0.21
t_1000hPa:K
0.16
dew_point_2m:K
0.12
msl_pressure:hPa
0.11
absolute_humidity_2m:gm3
0.11
total_cloud_cover:p
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_day:idx
0.79
is_in_shadow:idx
0.77
dew_or_rime:idx
0.12
snow_density:kgm3
0.07
rain_water:kgm2
0.06
super_cooled_liquid_water:kgm2
0.05
precip_type_5min:idx
0.04
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1.215000033378601
5
<0.1%
2
<0.1%
3.5409998893737793
4
<0.1%
1
<0.1%
-46.70199966430664
4
<0.1%
2
<0.1%
-47.24399948120117
4
<0.1%
2
<0.1%
-1.3609999418258667
4
<0.1%
3
<0.1%
3.1630001068115234
4
<0.1%
7
<0.1%
5.7170000076293945
4
<0.1%
5
<0.1%
3.1549999713897705
4
<0.1%
1
<0.1%
-1.1629999876022339
4
<0.1%
2
<0.1%
2.196000099182129
4
<0.1%
3
<0.1%
3.5940001010894775
4
<0.1%
3
<0.1%
3.0940001010894775
4
<0.1%
5
<0.1%
-19.445999145507812
4
<0.1%
1
<0.1%
3.2720000743865967
4
<0.1%
1
<0.1%
-22.815000534057617
3
<0.1%
3
<0.1%
SMALLEST VALUES
-50.00400161743164
1
<0.1%
1
<0.1%
-50.000999450683594
1
<0.1%
1
<0.1%
-49.999000549316406
1
<0.1%
1
<0.1%
-49.9900016784668
1
<0.1%
1
<0.1%
-49.98500061035156
1
<0.1%
1
<0.1%
-49.97200012207031
1
<0.1%
1
<0.1%
-49.9640007019043
1
<0.1%
1
<0.1%
-49.94499969482422
1
<0.1%
1
<0.1%
-49.935001373291016
1
<0.1%
2
<0.1%
-49.93199920654297
2
<0.1%
0
0.0%
-49.92399978637695
2
<0.1%
1
<0.1%
-49.92100143432617
1
<0.1%
0
0.0%
-49.917999267578125
1
<0.1%
0
0.0%
-49.915000915527344
1
<0.1%
0
0.0%
-49.90999984741211
1
<0.1%
2
<0.1%
LARGEST VALUES
41.19499969482422
1
<0.1%
0
0.0%
41.130001068115234
1
<0.1%
1
<0.1%
41.11899948120117
1
<0.1%
0
0.0%
40.92300033569336
1
<0.1%
1
<0.1%
40.902000427246094
1
<0.1%
1
<0.1%
40.8849983215332
1
<0.1%
0
0.0%
40.82099914550781
1
<0.1%
0
0.0%
40.80799865722656
1
<0.1%
1
<0.1%
40.61600112915039
1
<0.1%
1
<0.1%
40.59000015258789
1
<0.1%
1
<0.1%
40.57699966430664
1
<0.1%
0
0.0%
40.56999969482422
1
<0.1%
0
0.0%
40.547000885009766
1
<0.1%
0
0.0%
40.507999420166016
1
<0.1%
0
0.0%
40.492000579833984
1
<0.1%
2
<0.1%
super_cooled_liquid_water:kgm2
MISSING:
---
---
TOP CATEGORIES
0.0
14,266
81%
79,498
67%
0.10000000149011612
1,896
11%
22,740
19%
0.20000000298023224
776
4%
8,567
7%
0.30000001192092896
384
2%
4,050
3%
0.4000000059604645
181
1%
2,070
2%
0.5
52
<1%
1,071
<1%
0.6000000238418579
13
<1%
436
<1%
0.699999988079071
5
<1%
134
<1%
0.800000011920929
2
<1%
52
<1%
0.8999999761581421
1
<1%
38
<1%
1.0
0
0%
5
<1%
1.100000023841858
0
0%
3
<1%
1.2999999523162842
0
0%
2
<1%
1.2000000476837158
0
0%
2
<1%
1.399999976158142
0
0%
1
<1%
ALL
17,576
100%
118,669
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
super_cooled_liquid_water:kgm2
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
wind_speed_w_1000hPa:ms
1.00
rain_water:kgm2
0.21
precip_type_5min:idx
0.11
snow_density:kgm3
0.02
dew_or_rime:idx
0.02
is_in_shadow:idx
0.00
is_day:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON super_cooled_liquid_water:kgm2:
rain_water:kgm2
0.04
precip_type_5min:idx
0.04
snow_density:kgm3
0.01
dew_or_rime:idx
0.01
is_in_shadow:idx
0.00
is_day:idx
0.00
elevation:m
-0.00
snow_drift:idx
-0.00
wind_speed_w_1000hPa:ms
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
CORRELATION RATIO WITH...
effective_cloud_cover:p
0.42
snow_water:kgm2
0.41
visibility:m
0.39
total_cloud_cover:p
0.35
absolute_humidity_2m:gm3
0.31
dew_point_2m:K
0.30
precip_5min:mm
0.24
ceiling_height_agl:m
0.22
relative_humidity_1000hPa:p
0.19
t_1000hPa:K
0.18
wind_speed_u_10m:ms
0.18
air_density_2m:kgm3
0.18
cloud_base_agl:m
0.15
direct_rad_1h:J
0.14
t_1000hPa:K
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dew_point_2m:K
0.90
absolute_humidity_2m:gm3
0.88
air_density_2m:kgm3
-0.82
fresh_snow_24h:cm
-0.20
clear_sky_energy_1h:J
0.19
clear_sky_rad:W
0.17
total_cloud_cover:p
0.16
sun_elevation:d
0.16
direct_rad_1h:J
0.16
ceiling_height_agl:m
0.16
fresh_snow_12h:cm
-0.16
snow_depth:cm
-0.15
snow_water:kgm2
0.15
diffuse_rad_1h:J
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.22
rain_water:kgm2
0.20
super_cooled_liquid_water:kgm2
0.18
snow_density:kgm3
0.17
precip_type_5min:idx
0.15
is_in_shadow:idx
0.14
is_day:idx
0.13
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
274.3999938964844
199
1.1%
508
0.4%
276.0
195
1.1%
654
0.6%
275.8999938964844
191
1.1%
717
0.6%
275.70001220703125
188
1.1%
643
0.5%
274.29998779296875
182
1.0%
534
0.4%
275.0
178
1.0%
632
0.5%
277.6000061035156
175
1.0%
654
0.6%
273.3999938964844
175
1.0%
469
0.4%
274.70001220703125
175
1.0%
619
0.5%
273.29998779296875
173
1.0%
473
0.4%
275.79998779296875
172
1.0%
689
0.6%
273.5
168
1.0%
497
0.4%
273.20001220703125
168
1.0%
358
0.3%
274.6000061035156
168
1.0%
579
0.5%
272.29998779296875
167
1.0%
442
0.4%
SMALLEST VALUES
259.70001220703125
2
<0.1%
8
<0.1%
259.79998779296875
5
<0.1%
10
<0.1%
259.8999938964844
12
<0.1%
5
<0.1%
260.0
4
<0.1%
6
<0.1%
260.1000061035156
2
<0.1%
10
<0.1%
260.20001220703125
3
<0.1%
5
<0.1%
260.29998779296875
2
<0.1%
10
<0.1%
260.3999938964844
2
<0.1%
9
<0.1%
260.5
3
<0.1%
6
<0.1%
260.6000061035156
5
<0.1%
9
<0.1%
260.70001220703125
4
<0.1%
9
<0.1%
260.79998779296875
4
<0.1%
21
<0.1%
260.8999938964844
1
<0.1%
16
<0.1%
261.0
2
<0.1%
18
<0.1%
261.1000061035156
7
<0.1%
28
<0.1%
LARGEST VALUES
285.8999938964844
1
<0.1%
558
0.5%
285.79998779296875
15
<0.1%
534
0.4%
285.70001220703125
6
<0.1%
628
0.5%
285.6000061035156
9
<0.1%
586
0.5%
285.5
5
<0.1%
678
0.6%
285.3999938964844
3
<0.1%
658
0.6%
285.29998779296875
5
<0.1%
667
0.6%
285.20001220703125
11
<0.1%
636
0.5%
285.1000061035156
33
0.2%
602
0.5%
285.0
16
<0.1%
683
0.6%
284.8999938964844
18
0.1%
680
0.6%
284.79998779296875
24
0.1%
680
0.6%
284.70001220703125
16
<0.1%
771
0.6%
284.6000061035156
19
0.1%
739
0.6%
284.5
25
0.1%
826
0.7%
total_cloud_cover:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
effective_cloud_cover:p
0.95
visibility:m
-0.33
direct_rad_1h:J
-0.32
direct_rad:W
-0.32
air_density_2m:kgm3
-0.31
snow_water:kgm2
0.29
sfc_pressure:hPa
-0.29
msl_pressure:hPa
-0.29
pressure_50m:hPa
-0.29
pressure_100m:hPa
-0.29
relative_humidity_1000hPa:p
0.26
dew_point_2m:K
0.25
absolute_humidity_2m:gm3
0.24
wind_speed_u_10m:ms
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.35
precip_type_5min:idx
0.14
rain_water:kgm2
0.12
is_in_shadow:idx
0.07
is_day:idx
0.07
dew_or_rime:idx
0.05
snow_density:kgm3
0.04
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
100.0
6,326
36.0%
28,735
24.2%
0.0
956
5.4%
3,781
3.2%
99.9000015258789
426
2.4%
3,873
3.3%
99.80000305175781
255
1.5%
2,282
1.9%
99.69999694824219
184
1.0%
1,654
1.4%
99.5999984741211
153
0.9%
1,467
1.2%
99.5
107
0.6%
1,214
1.0%
99.4000015258789
102
0.6%
1,087
0.9%
99.30000305175781
93
0.5%
926
0.8%
99.19999694824219
87
0.5%
977
0.8%
99.0999984741211
86
0.5%
751
0.6%
98.80000305175781
73
0.4%
656
0.6%
99.0
72
0.4%
692
0.6%
98.69999694824219
67
0.4%
563
0.5%
98.9000015258789
67
0.4%
640
0.5%
SMALLEST VALUES
0.0
956
5.4%
3,781
3.2%
0.10000000149011612
41
0.2%
223
0.2%
0.20000000298023224
39
0.2%
200
0.2%
0.30000001192092896
28
0.2%
267
0.2%
0.4000000059604645
31
0.2%
187
0.2%
0.5
18
0.1%
225
0.2%
0.6000000238418579
27
0.2%
175
0.1%
0.699999988079071
17
<0.1%
130
0.1%
0.800000011920929
26
0.1%
181
0.2%
0.8999999761581421
17
<0.1%
140
0.1%
1.0
21
0.1%
128
0.1%
1.100000023841858
17
<0.1%
133
0.1%
1.2000000476837158
9
<0.1%
106
<0.1%
1.2999999523162842
21
0.1%
128
0.1%
1.399999976158142
11
<0.1%
116
<0.1%
LARGEST VALUES
100.0
6,326
36.0%
28,735
24.2%
99.9000015258789
426
2.4%
3,873
3.3%
99.80000305175781
255
1.5%
2,282
1.9%
99.69999694824219
184
1.0%
1,654
1.4%
99.5999984741211
153
0.9%
1,467
1.2%
99.5
107
0.6%
1,214
1.0%
99.4000015258789
102
0.6%
1,087
0.9%
99.30000305175781
93
0.5%
926
0.8%
99.19999694824219
87
0.5%
977
0.8%
99.0999984741211
86
0.5%
751
0.6%
99.0
72
0.4%
692
0.6%
98.9000015258789
67
0.4%
640
0.5%
98.80000305175781
73
0.4%
656
0.6%
98.69999694824219
67
0.4%
563
0.5%
98.5999984741211
54
0.3%
526
0.4%
visibility:m
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
relative_humidity_1000hPa:p
-0.57
ceiling_height_agl:m
0.50
snow_water:kgm2
-0.44
effective_cloud_cover:p
-0.41
wind_speed_u_10m:ms
-0.39
total_cloud_cover:p
-0.33
cloud_base_agl:m
0.33
precip_5min:mm
-0.27
fresh_snow_3h:cm
-0.20
absolute_humidity_2m:gm3
-0.19
fresh_snow_6h:cm
-0.18
fresh_snow_1h:cm
-0.18
dew_point_2m:K
-0.17
direct_rad_1h:J
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.39
precip_type_5min:idx
0.30
rain_water:kgm2
0.24
is_day:idx
0.07
dew_or_rime:idx
0.06
is_in_shadow:idx
0.05
snow_density:kgm3
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
55672.19921875
3
<0.1%
0
0.0%
57699.19921875
3
<0.1%
0
0.0%
33846.6015625
2
<0.1%
0
0.0%
38682.8984375
2
<0.1%
1
<0.1%
54758.3984375
2
<0.1%
0
0.0%
49638.1015625
2
<0.1%
0
0.0%
24920.80078125
2
<0.1%
0
0.0%
52254.19921875
2
<0.1%
0
0.0%
30042.19921875
2
<0.1%
0
0.0%
29772.099609375
2
<0.1%
0
0.0%
25842.900390625
2
<0.1%
1
<0.1%
59304.6015625
2
<0.1%
1
<0.1%
22162.0
2
<0.1%
0
0.0%
38316.6015625
2
<0.1%
0
0.0%
8962.7001953125
2
<0.1%
0
0.0%
SMALLEST VALUES
190.5
1
<0.1%
0
0.0%
195.5
1
<0.1%
0
0.0%
200.3000030517578
1
<0.1%
0
0.0%
205.10000610351562
1
<0.1%
0
0.0%
207.1999969482422
1
<0.1%
0
0.0%
209.8000030517578
1
<0.1%
0
0.0%
221.89999389648438
1
<0.1%
0
0.0%
224.60000610351562
1
<0.1%
0
0.0%
225.60000610351562
1
<0.1%
0
0.0%
233.89999389648438
1
<0.1%
0
0.0%
242.0
1
<0.1%
0
0.0%
243.39999389648438
1
<0.1%
0
0.0%
245.8000030517578
1
<0.1%
0
0.0%
255.39999389648438
1
<0.1%
0
0.0%
257.70001220703125
1
<0.1%
0
0.0%
LARGEST VALUES
68498.5
1
<0.1%
0
0.0%
68330.296875
1
<0.1%
0
0.0%
68245.703125
1
<0.1%
0
0.0%
68152.3984375
1
<0.1%
0
0.0%
67982.1015625
1
<0.1%
0
0.0%
67964.6015625
1
<0.1%
0
0.0%
67766.3984375
1
<0.1%
0
0.0%
67707.703125
1
<0.1%
0
0.0%
67677.5
1
<0.1%
0
0.0%
67384.296875
1
<0.1%
0
0.0%
67043.8984375
1
<0.1%
0
0.0%
66815.6015625
1
<0.1%
0
0.0%
66811.3984375
1
<0.1%
0
0.0%
66625.796875
1
<0.1%
0
0.0%
66587.6015625
1
<0.1%
0
0.0%
wind_speed_10m:ms
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_u_10m:ms
0.32
air_density_2m:kgm3
-0.28
effective_cloud_cover:p
0.21
cloud_base_agl:m
-0.19
total_cloud_cover:p
0.16
precip_5min:mm
0.16
snow_water:kgm2
0.15
sfc_pressure:hPa
-0.14
pressure_50m:hPa
-0.14
msl_pressure:hPa
-0.14
pressure_100m:hPa
-0.14
dew_point_2m:K
0.14
prob_rime:p
-0.13
wind_speed_v_10m:ms
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.21
precip_type_5min:idx
0.18
super_cooled_liquid_water:kgm2
0.07
is_day:idx
0.06
is_in_shadow:idx
0.05
rain_water:kgm2
0.02
snow_density:kgm3
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1.399999976158142
518
2.9%
3,111
2.6%
1.5
498
2.8%
3,267
2.8%
1.600000023841858
494
2.8%
3,354
2.8%
1.7000000476837158
484
2.8%
3,257
2.7%
1.2999999523162842
430
2.4%
3,027
2.6%
1.7999999523162842
415
2.4%
3,074
2.6%
2.0999999046325684
392
2.2%
2,883
2.4%
1.899999976158142
392
2.2%
3,126
2.6%
2.0
374
2.1%
2,933
2.5%
3.700000047683716
369
2.1%
1,956
1.6%
2.4000000953674316
368
2.1%
2,728
2.3%
1.2000000476837158
362
2.1%
2,860
2.4%
1.100000023841858
356
2.0%
2,735
2.3%
1.0
354
2.0%
2,263
1.9%
3.200000047683716
347
2.0%
2,273
1.9%
SMALLEST VALUES
0.10000000149011612
6
<0.1%
57
<0.1%
0.20000000298023224
28
0.2%
200
0.2%
0.30000001192092896
48
0.3%
455
0.4%
0.4000000059604645
91
0.5%
707
0.6%
0.5
103
0.6%
889
0.7%
0.6000000238418579
156
0.9%
1,110
0.9%
0.699999988079071
175
1.0%
1,488
1.3%
0.800000011920929
204
1.2%
1,653
1.4%
0.8999999761581421
278
1.6%
2,007
1.7%
1.0
354
2.0%
2,263
1.9%
1.100000023841858
356
2.0%
2,735
2.3%
1.2000000476837158
362
2.1%
2,860
2.4%
1.2999999523162842
430
2.4%
3,027
2.6%
1.399999976158142
518
2.9%
3,111
2.6%
1.5
498
2.8%
3,267
2.8%
LARGEST VALUES
10.5
1
<0.1%
23
<0.1%
10.199999809265137
5
<0.1%
29
<0.1%
10.100000381469727
6
<0.1%
34
<0.1%
10.0
2
<0.1%
43
<0.1%
9.899999618530273
3
<0.1%
43
<0.1%
9.800000190734863
5
<0.1%
34
<0.1%
9.699999809265137
4
<0.1%
31
<0.1%
9.600000381469727
2
<0.1%
42
<0.1%
9.5
4
<0.1%
45
<0.1%
9.399999618530273
3
<0.1%
60
<0.1%
9.300000190734863
6
<0.1%
67
<0.1%
9.199999809265137
4
<0.1%
72
<0.1%
9.100000381469727
8
<0.1%
51
<0.1%
9.0
7
<0.1%
88
<0.1%
8.899999618530273
6
<0.1%
66
<0.1%
wind_speed_u_10m:ms
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
visibility:m
-0.39
wind_speed_10m:ms
0.32
relative_humidity_1000hPa:p
0.32
effective_cloud_cover:p
0.27
ceiling_height_agl:m
-0.26
cloud_base_agl:m
-0.26
fresh_snow_12h:cm
0.23
total_cloud_cover:p
0.22
fresh_snow_24h:cm
0.22
precip_5min:mm
0.22
dew_point_2m:K
0.21
absolute_humidity_2m:gm3
0.21
fresh_snow_6h:cm
0.19
fresh_snow_3h:cm
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.23
super_cooled_liquid_water:kgm2
0.18
rain_water:kgm2
0.07
snow_density:kgm3
0.07
is_in_shadow:idx
0.03
is_day:idx
0.03
dew_or_rime:idx
0.02
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
0.699999988079071
345
2.0%
1,454
1.2%
-1.600000023841858
296
1.7%
1,717
1.4%
0.4000000059604645
284
1.6%
1,447
1.2%
0.8999999761581421
284
1.6%
1,534
1.3%
0.6000000238418579
282
1.6%
1,513
1.3%
-0.4000000059604645
279
1.6%
1,606
1.4%
-0.30000001192092896
279
1.6%
1,427
1.2%
0.800000011920929
276
1.6%
1,526
1.3%
-1.899999976158142
274
1.6%
1,414
1.2%
-1.5
271
1.5%
1,835
1.5%
-0.5
257
1.5%
1,565
1.3%
-2.0
251
1.4%
1,331
1.1%
-1.7999999523162842
250
1.4%
1,588
1.3%
-0.8999999761581421
242
1.4%
1,816
1.5%
0.5
241
1.4%
1,462
1.2%
SMALLEST VALUES
-7.199999809265137
2
<0.1%
2
<0.1%
-7.099999904632568
3
<0.1%
4
<0.1%
-7.0
3
<0.1%
5
<0.1%
-6.900000095367432
5
<0.1%
2
<0.1%
-6.800000190734863
7
<0.1%
2
<0.1%
-6.699999809265137
5
<0.1%
0
0.0%
-6.599999904632568
7
<0.1%
5
<0.1%
-6.5
3
<0.1%
21
<0.1%
-6.400000095367432
4
<0.1%
18
<0.1%
-6.300000190734863
5
<0.1%
12
<0.1%
-6.199999809265137
3
<0.1%
14
<0.1%
-6.099999904632568
1
<0.1%
11
<0.1%
-6.0
2
<0.1%
17
<0.1%
-5.900000095367432
3
<0.1%
12
<0.1%
-5.800000190734863
10
<0.1%
29
<0.1%
LARGEST VALUES
10.100000381469727
1
<0.1%
18
<0.1%
10.0
2
<0.1%
14
<0.1%
9.899999618530273
4
<0.1%
25
<0.1%
9.800000190734863
2
<0.1%
32
<0.1%
9.699999809265137
4
<0.1%
35
<0.1%
9.600000381469727
1
<0.1%
37
<0.1%
9.5
3
<0.1%
40
<0.1%
9.399999618530273
2
<0.1%
52
<0.1%
9.300000190734863
2
<0.1%
48
<0.1%
9.199999809265137
5
<0.1%
48
<0.1%
9.100000381469727
6
<0.1%
49
<0.1%
9.0
8
<0.1%
57
<0.1%
8.899999618530273
5
<0.1%
53
<0.1%
8.800000190734863
7
<0.1%
63
<0.1%
8.699999809265137
7
<0.1%
63
<0.1%
wind_speed_v_10m:ms
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_energy_1h:J
-0.25
clear_sky_rad:W
-0.24
diffuse_rad_1h:J
-0.23
diffuse_rad:W
-0.22
sun_elevation:d
-0.21
direct_rad_1h:J
-0.17
direct_rad:W
-0.16
visibility:m
0.15
wind_speed_10m:ms
0.13
ceiling_height_agl:m
0.10
t_1000hPa:K
0.10
relative_humidity_1000hPa:p
-0.09
total_cloud_cover:p
0.08
effective_cloud_cover:p
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.19
is_day:idx
0.17
snow_density:kgm3
0.11
precip_type_5min:idx
0.07
rain_water:kgm2
0.06
super_cooled_liquid_water:kgm2
0.04
dew_or_rime:idx
0.01
elevation:m
0.00
snow_drift:idx
0.00
wind_speed_w_1000hPa:ms
0.00
MOST FREQUENT VALUES
1.0
521
3.0%
2,715
2.3%
0.8999999761581421
512
2.9%
2,644
2.2%
1.2999999523162842
479
2.7%
2,572
2.2%
1.100000023841858
471
2.7%
2,791
2.4%
1.5
468
2.7%
2,212
1.9%
1.399999976158142
463
2.6%
2,400
2.0%
0.6000000238418579
460
2.6%
2,747
2.3%
0.800000011920929
456
2.6%
2,727
2.3%
1.2000000476837158
451
2.6%
2,627
2.2%
1.600000023841858
440
2.5%
2,064
1.7%
0.699999988079071
424
2.4%
2,851
2.4%
1.7000000476837158
421
2.4%
1,859
1.6%
0.5
385
2.2%
2,691
2.3%
0.4000000059604645
378
2.2%
2,722
2.3%
0.30000001192092896
362
2.1%
2,556
2.2%
SMALLEST VALUES
-5.300000190734863
7
<0.1%
29
<0.1%
-5.199999809265137
2
<0.1%
27
<0.1%
-5.099999904632568
5
<0.1%
43
<0.1%
-5.0
4
<0.1%
39
<0.1%
-4.900000095367432
5
<0.1%
49
<0.1%
-4.800000190734863
3
<0.1%
47
<0.1%
-4.699999809265137
4
<0.1%
36
<0.1%
-4.599999904632568
5
<0.1%
58
<0.1%
-4.5
6
<0.1%
58
<0.1%
-4.400000095367432
12
<0.1%
62
<0.1%
-4.300000190734863
3
<0.1%
72
<0.1%
-4.199999809265137
4
<0.1%
89
<0.1%
-4.099999904632568
11
<0.1%
98
<0.1%
-4.0
12
<0.1%
119
0.1%
-3.9000000953674316
9
<0.1%
137
0.1%
LARGEST VALUES
6.800000190734863
1
<0.1%
22
<0.1%
6.699999809265137
1
<0.1%
16
<0.1%
6.599999904632568
8
<0.1%
27
<0.1%
6.5
2
<0.1%
33
<0.1%
6.400000095367432
5
<0.1%
27
<0.1%
6.300000190734863
3
<0.1%
44
<0.1%
6.199999809265137
8
<0.1%
37
<0.1%
6.099999904632568
6
<0.1%
48
<0.1%
6.0
12
<0.1%
50
<0.1%
5.900000095367432
15
<0.1%
66
<0.1%
5.800000190734863
13
<0.1%
64
<0.1%
5.699999809265137
15
<0.1%
98
<0.1%
5.599999904632568
15
<0.1%
76
<0.1%
5.5
11
<0.1%
107
<0.1%
5.400000095367432
12
<0.1%
96
<0.1%
wind_speed_w_1000hPa:ms
MISSING:
---
---
TOP CATEGORIES
-0.0
17,576
100%
118,646
>99%
0.10000000149011612
0
0%
23
<1%
ALL
17,576
100%
118,669
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
wind_speed_w_1000hPa:ms
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
rain_water:kgm2
0.00
dew_or_rime:idx
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00
snow_density:kgm3
0.00
precip_type_5min:idx
-0.00
super_cooled_liquid_water:kgm2
-0.00

THESE FEATURES
GIVE INFORMATION
ON wind_speed_w_1000hPa:ms:
dew_or_rime:idx
1.00
elevation:m
1.00
is_day:idx
1.00
is_in_shadow:idx
1.00
precip_type_5min:idx
1.00
rain_water:kgm2
1.00
snow_density:kgm3
1.00
snow_drift:idx
1.00
super_cooled_liquid_water:kgm2
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
wind_speed_w_1000hPa:ms
CORRELATION RATIO WITH...
absolute_humidity_2m:gm3
0.00
air_density_2m:kgm3
0.00
ceiling_height_agl:m
0.00
clear_sky_energy_1h:J
0.00
clear_sky_rad:W
0.00
cloud_base_agl:m
0.00
dew_point_2m:K
0.00
diffuse_rad:W
0.00
diffuse_rad_1h:J
0.00
direct_rad:W
0.00
direct_rad_1h:J
0.00
effective_cloud_cover:p
0.00
fresh_snow_12h:cm
0.00
fresh_snow_1h:cm
0.00